{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":324,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":324,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"827fc2402696","filters":{"venue":"Studies in sociology of science"}},"results":[{"id":"W1879442063","doi":"10.3968/j.sss.1923018420100101.005","title":"Food Safety and Hyienic Practices of Street Food Vendors in Owerri, Nigeria","year":2010,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Economic shortage; Food safety; Business; Environmental health; Medicine; Government (linguistics)","authors":[{"name":"Comfort O. Chukuezi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05644225187679969,"gpt":0.3270647959807852,"spread":0.2706225441039855,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001561973,0.00009426063,0.0003069036,0.00003819549,0.00017862,0.00000237263,0.0003742296,0.00008020364,0.00001597342],"category_scores_gemma":[0.00127897,0.00004107604,0.00003190959,0.0004824553,0.01860997,0.0001882501,0.0002739288,0.000219307,5.250577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001466159,"about_ca_system_score_gemma":0.00003192016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007677784,"about_ca_topic_score_gemma":0.009447663,"domain_scores_codex":[0.9988547,0.0000828701,0.0003246191,0.0003052409,0.0001539282,0.0002786542],"domain_scores_gemma":[0.99881,0.0006627562,0.0003331091,0.00006493469,0.00009466778,0.00003452753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004320782,0.0004189868,0.4911607,0.00006062248,0.00006805481,0.000005131009,0.03897401,0.00001686462,0.4367756,0.009618223,0.00003684881,0.02243286],"study_design_scores_gemma":[0.0004062017,0.003048139,0.9053432,0.0000302028,0.000003607949,0.000003565331,0.08157061,0.000006038175,0.004620317,0.004264341,0.000564367,0.0001394402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963359,0.001692767,6.982778e-8,0.001096704,0.0003077349,0.0001202282,0.00002016517,0.000006507064,0.0004198885],"genre_scores_gemma":[0.9986178,0.001149228,0.0001498409,0.00004168658,0.00003001985,0.000006003603,0.000001039783,3.661906e-7,0.000004000533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4321553,"threshold_uncertainty_score":0.9840608,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1962483488","doi":"10.3968/j.sss.1923018420120301.2048","title":"Parental Involvement at Home: Analyzing the Influence of Parents’ Socioeconomic Status","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Psychology; Affect (linguistics); Tamil; Nonprobability sampling; Family income; Developmental psychology; Social class; Demography; Population; Sociology; Political science","authors":[{"name":"Suresh Kumar N Vellymalay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08699589300561548,"gpt":0.4083276049564251,"spread":0.3213317119508096,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003671152,0.0001106103,0.0002688726,0.000133274,0.000942851,0.000004162428,0.0006607751,0.00005868506,0.00003869928],"category_scores_gemma":[0.0004876254,0.00008814177,0.00005712826,0.0003906355,0.06870802,0.0005006957,0.0004680518,0.0001224633,0.00001514304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001300905,"about_ca_system_score_gemma":0.0002896541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238324,"about_ca_topic_score_gemma":0.001135934,"domain_scores_codex":[0.9980097,0.0002447582,0.0004516426,0.0002384025,0.00034129,0.0007141753],"domain_scores_gemma":[0.9986414,0.0004775897,0.0004053313,0.0002157057,0.0001760561,0.00008396533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003557415,0.00008032026,0.6529978,0.00001202866,0.00002014087,3.588484e-8,0.3421218,0.00007946101,0.001535237,0.002973258,0.0001098313,0.00006658041],"study_design_scores_gemma":[0.00009870851,0.00002464126,0.523994,0.00002169122,0.000009840749,8.460638e-8,0.4731029,0.000002499994,0.0006449717,0.001826673,0.0002015413,0.00007251008],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928222,0.004835494,8.774959e-7,0.000339401,0.001176733,0.0002382656,0.00000998176,0.00001008232,0.0005669463],"genre_scores_gemma":[0.9963828,0.003249833,0.0001013925,0.00009782245,0.00007689807,0.00004564445,0.000002618642,0.000003587091,0.00003941476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1309811,"threshold_uncertainty_score":0.9338264,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1991775071","doi":"10.3968/j.sss.1923018420120302.2950","title":"Vandalization of Oil Pipelines in the Niger Delta Region of Nigeria and Poverty: An Overview","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Logistics and Infrastructure Analysis","field":"Agricultural and Biological Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Niger delta; Poverty; Spillage; Government (linguistics); Pipeline transport; Commission; Natural resource economics; Delta; Environmental protection; Political science; Development economics; Business; Economic growth; Geography; Economics; Environmental science; Environmental engineering; Engineering; Law; Waste management","authors":[{"name":"Oteh Chukwuemeka Okpo","is_ca":false},{"name":"R. C. Eze","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1063219555521221,"gpt":0.3510327694518877,"spread":0.2447108138997656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001007966,0.00005201055,0.0002097152,0.00002209957,0.00007681836,0.000001463627,0.0002039575,0.00004103741,0.000006438562],"category_scores_gemma":[0.0003238445,0.00001682471,0.00002269518,0.0004202579,0.006311963,0.0001215959,0.00007930437,0.00003884096,6.097443e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008508492,"about_ca_system_score_gemma":0.000006893911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001437806,"about_ca_topic_score_gemma":0.0003220533,"domain_scores_codex":[0.999315,0.00009641943,0.0002277763,0.0001122076,0.0001160422,0.0001325503],"domain_scores_gemma":[0.9994841,0.0001885987,0.0001479472,0.00004687799,0.000119031,0.00001349185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001704689,0.0001008623,0.9098012,0.00005314676,0.00001559357,4.851541e-7,0.03744086,0.00002734088,0.03002394,0.007564594,0.0002011982,0.01475368],"study_design_scores_gemma":[0.0001002777,0.0001968734,0.9281943,0.00003761629,0.00001451939,0.000002630218,0.06026129,0.00007267768,0.0006508483,0.01013099,0.0002570369,0.00008086499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940611,0.005343321,0.000002859451,0.0003621598,0.00007063256,0.0000259996,0.000004028396,0.000001212322,0.0001286529],"genre_scores_gemma":[0.9951923,0.004517755,0.00006553687,0.0001831119,0.00003223433,0.000001816827,0.000002133943,1.689873e-7,0.000004914773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02937309,"threshold_uncertainty_score":0.9963923,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1887475900","doi":"10.3968/j.sss.1923018420120304.600","title":"Community Perception and Oil Companies Corporate Social Responsibility Initiative in the Niger Delta","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Corporate social responsibility; Livelihood; Niger delta; Poverty; Business; Perception; Investment (military); Community development; Social responsibility; Petroleum industry; Economic growth; Public relations; Political science; Delta; Economics; Agriculture","authors":[{"name":"Godwin Uyi Ojo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2752488988864317,"gpt":0.3515887101339771,"spread":0.07633981124754535,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006822238,0.00007155542,0.0002894969,0.0001254748,0.000443234,0.000005234794,0.0002535151,0.00005181912,0.000009776975],"category_scores_gemma":[0.0005418133,0.00005838549,0.0000217443,0.0002094924,0.0142082,0.0002107301,0.0002263934,0.0002677538,0.000007421447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001813649,"about_ca_system_score_gemma":0.00002085328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001094462,"about_ca_topic_score_gemma":0.0001275345,"domain_scores_codex":[0.9990668,0.0001525242,0.0003583408,0.0001463115,0.00002688401,0.0002491629],"domain_scores_gemma":[0.9992535,0.0003363805,0.000255755,0.0001060088,0.00003184614,0.00001656549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001934008,0.00004703092,0.5100312,0.0000158626,0.000008828451,1.664365e-7,0.4771323,0.000002584489,0.00001465947,0.01207176,0.00008802456,0.0005682464],"study_design_scores_gemma":[0.000140031,0.00002079587,0.7610924,0.00000491899,6.656625e-7,7.316355e-7,0.2141915,0.00002848377,0.000002003693,0.02428173,0.0001817981,0.00005486926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945986,0.001915137,0.000001664954,0.00094747,0.0002004181,0.00005326864,0.00001368623,0.000002799019,0.002266917],"genre_scores_gemma":[0.9989606,0.0004526066,0.0001562634,0.00036654,0.00002171926,0.00001119184,0.00000121465,0.000001764474,0.0000281588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2629408,"threshold_uncertainty_score":0.9884745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1868734094","doi":"10.3968/j.sss.1923018420100102.006","title":"Socio-Economic and Cultural Impacts of Resettlement on Bakassi People of Cross River State, Nigeria","year":2010,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Accommodation; Socioeconomics; State (computer science); Product (mathematics); Geography; Economic growth; Sociology; Psychology; Economics","authors":[{"name":"Ogaboh A. M. Ogaboh","is_ca":false},{"name":"J. J. Akpanudoedehe","is_ca":false},{"name":"E. M. Ushie","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05471445732651386,"gpt":0.4091900611246915,"spread":0.3544756037981776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00176318,0.00008078939,0.0002928459,0.00008267281,0.0003638015,0.000004095213,0.0003017413,0.00007134091,0.00003020825],"category_scores_gemma":[0.0005140136,0.00006090431,0.00003094761,0.0001236644,0.07098893,0.0001951155,0.0001814838,0.0001294065,0.000002159341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009766161,"about_ca_system_score_gemma":0.0002485477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005563928,"about_ca_topic_score_gemma":0.004100496,"domain_scores_codex":[0.9989294,0.00007305168,0.0002851222,0.0002125823,0.0002049041,0.0002949674],"domain_scores_gemma":[0.9991579,0.0003023473,0.0002128873,0.00009409914,0.000185182,0.000047565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001875278,0.00003005463,0.3970018,0.00002831523,0.00002439758,3.63295e-7,0.5907085,0.000003611408,0.005255803,0.006231513,0.0004886639,0.0002081613],"study_design_scores_gemma":[0.0002894723,0.0001164217,0.7201701,0.00002676163,0.000001983381,1.893998e-7,0.2701394,0.000001124748,0.001673674,0.00735141,0.0001432258,0.00008620921],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995486,0.0005139153,1.215346e-7,0.001186626,0.0006926288,0.0001185614,0.0000133521,0.000005229792,0.001983585],"genre_scores_gemma":[0.9970906,0.00249152,0.000206891,0.00002305334,0.00002729435,0.000004537403,4.027125e-7,0.000001968132,0.000153701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3231683,"threshold_uncertainty_score":0.9315393,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1577903951","doi":"10.3968/3898","title":"Euphemism From Sociolinguistics Perspective","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Swearing, Euphemism, Multilingualism","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Euphemism; Sociolinguistics; Sociology; Style (visual arts); Social phenomenon; Linguistics; Social psychology; Psychology; Social science; Geography","authors":[{"name":"Ren Chi","is_ca":false},{"name":"Yu Hao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1064133274466254,"gpt":0.4727166358477926,"spread":0.3663033084011671,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.001845313,0.0001415721,0.0003706319,0.0001156063,0.0008641726,0.00001156864,0.0008645851,0.0001696255,0.0001526744],"category_scores_gemma":[0.01513675,0.0001365801,0.00006523397,0.0004389711,0.1179881,0.000184112,0.0003498952,0.0003013212,0.00005663971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167188,"about_ca_system_score_gemma":0.0005592151,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01090324,"about_ca_topic_score_gemma":0.0004348742,"domain_scores_codex":[0.9978665,0.0001584066,0.0003389462,0.0005212854,0.0004853268,0.0006295539],"domain_scores_gemma":[0.9970084,0.001216607,0.0002219405,0.0002454361,0.001210581,0.00009704492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002438823,0.00003453176,0.008344696,0.000004694417,0.0000289766,0.000003351592,0.9509477,0.000007397058,0.002390176,0.03746247,0.0005195973,0.0002539436],"study_design_scores_gemma":[0.0001937885,0.00001737507,0.007943947,0.00002819534,0.000008082799,2.185898e-7,0.8169659,0.00003694602,0.0006616889,0.1736771,0.0003259431,0.0001408493],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9571097,0.00248825,0.0000100823,0.001301506,0.001247764,0.0002229355,0.000004445678,0.00005249815,0.03756281],"genre_scores_gemma":[0.9954414,0.0006669912,0.002887567,0.0002496105,0.0004066612,0.00002885063,4.227323e-7,0.000007432806,0.0003110688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1362146,"threshold_uncertainty_score":0.9956833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1617829034","doi":"10.3968/j.sss.1923018420120303.1933","title":"Analysis and Critical Review of Rural Development Efforts in Nigeria, 1960-2010","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"African Education and Politics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Panacea (medicine); Industrialisation; Poverty; Government (linguistics); Economic growth; Corporate governance; Work (physics); Rural poverty; Language change; Development economics; Political science; Good governance; Economics","authors":[{"name":"Stephen Ocheni","is_ca":false},{"name":"Basil C. Nwankwo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08002121373552948,"gpt":0.4514758759429197,"spread":0.3714546622073902,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003456753,0.00004673984,0.0002890769,0.0001637922,0.000184122,0.000001020995,0.0001517781,0.00003710179,0.00003457004],"category_scores_gemma":[0.002706763,0.00004050715,0.00002404818,0.0008073318,0.03774378,0.0001044213,0.00008297757,0.00006503798,0.000001213521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001077064,"about_ca_system_score_gemma":0.0003168989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001417379,"about_ca_topic_score_gemma":0.0003335672,"domain_scores_codex":[0.998995,0.0001427646,0.0002812487,0.00008477344,0.0001838271,0.0003123818],"domain_scores_gemma":[0.999176,0.0004678462,0.00007815327,0.00007049147,0.0001437427,0.00006376198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[5.892865e-7,0.00003528289,0.5395585,0.0001383239,0.00001419253,8.755212e-8,0.4441882,1.086178e-7,0.00001196605,0.01562835,0.00008401561,0.0003404202],"study_design_scores_gemma":[0.00004841282,0.00001306727,0.4711287,0.0002592268,0.00002586855,2.577109e-7,0.5258464,4.772505e-7,0.00004696269,0.00125958,0.001293798,0.00007721265],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768265,0.01886958,0.000004620979,0.001687955,0.0003747058,0.00006863169,9.262226e-7,0.000002482819,0.002164573],"genre_scores_gemma":[0.991598,0.007247949,0.0007253996,0.0003338616,0.00002673211,0.000008679351,2.705584e-7,8.385776e-7,0.00005823532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08165821,"threshold_uncertainty_score":0.9648749,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1486792363","doi":"10.3968/5186","title":"Is the Digital Revolution Driven by an Ideology","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ideology; Futurist; Sociology; Enlightenment; Diversity (politics); Aesthetics; Cliché; Face (sociological concept); Philosophy of technology; Epistemology; Social science; Law; Politics; Political science; Linguistics; Philosophy of science; Philosophy; Anthropology","authors":[{"name":"C. A. Bowers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2583378344107343,"gpt":0.4562441576380132,"spread":0.1979063232272789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003100455,0.00007069016,0.0002139717,0.0001051967,0.0004816475,0.00001422141,0.002144065,0.00007881304,0.00001058834],"category_scores_gemma":[0.006362577,0.00003970255,0.00003171177,0.0008059565,0.07953224,0.0003169515,0.0007837602,0.0001442538,0.00003826087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003522091,"about_ca_system_score_gemma":0.0000354483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001106989,"about_ca_topic_score_gemma":0.0000174353,"domain_scores_codex":[0.9984931,0.00008211807,0.0003528012,0.0004558632,0.0003628761,0.0002532368],"domain_scores_gemma":[0.9976472,0.001169563,0.0001997184,0.0007315861,0.0002284782,0.00002341822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001724503,0.0002106189,0.2325285,0.000007534621,0.00003477488,6.994464e-7,0.05709507,0.0001068463,0.009989424,0.3235629,0.2345053,0.141941],"study_design_scores_gemma":[0.0001898781,0.0002617907,0.06062321,0.000007955843,0.00000474494,0.000004995262,0.1439454,0.00189002,0.00064157,0.7553895,0.03689224,0.0001487112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9813123,0.0005199206,0.001339477,0.01528735,0.0002029487,0.0001023108,0.00003786186,0.00002072277,0.001177071],"genre_scores_gemma":[0.9986636,0.0001595491,0.0005439584,0.0005033627,0.00001851756,0.00001947663,0.000001539564,0.000001501391,0.0000884704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4318266,"threshold_uncertainty_score":0.9229727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1586378148","doi":"10.3968/5703","title":"Study on the Psychological Problems of Left-Behind Children in Rural Areas and Countermeasures","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"China's Socioeconomic Reforms and Governance","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Left behind; Urbanization; China; Industrialisation; Rural area; Harmonious Society; Economic growth; Construct (python library); Nature versus nurture; Phenomenon; Psychology; Social phenomenon; Social change; Interpersonal communication; Sociology; Political science; Social psychology; Mental health; Social science; Economics","authors":[{"name":"Guanchen Shen","is_ca":false},{"name":"Shijie Shen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05741562344763419,"gpt":0.3815764089950836,"spread":0.3241607855474494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004527875,0.00008441849,0.0002953038,0.00004949964,0.0003526929,0.000005181383,0.0004700879,0.00005816938,0.00000559809],"category_scores_gemma":[0.0009469035,0.00004911051,0.00002766167,0.00008848838,0.04054264,0.0001016115,0.0001325375,0.0001761683,0.000001042626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009782737,"about_ca_system_score_gemma":0.00004468752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008903437,"about_ca_topic_score_gemma":0.003126064,"domain_scores_codex":[0.998769,0.0002211239,0.0002724574,0.0002445516,0.0002342011,0.0002586303],"domain_scores_gemma":[0.9991699,0.0004063575,0.0001941741,0.0001482995,0.00005867027,0.00002263209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000007316127,0.0000932196,0.6853266,0.000002329904,0.00000776978,1.731353e-7,0.3064003,0.000007836253,0.00002458661,0.007683624,0.0000369746,0.0004092839],"study_design_scores_gemma":[0.000264874,0.0002371663,0.8097913,0.00003087455,0.000001800511,4.908369e-7,0.1741389,0.000003291281,0.000006294988,0.01546036,0.00001577367,0.00004884958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945332,0.0003838915,3.657175e-7,0.00140365,0.0001771797,0.0003410536,0.000001958068,0.000004274502,0.003154473],"genre_scores_gemma":[0.9992984,0.0004776429,0.000008329231,0.0001378915,0.00003344893,0.00001239035,6.182434e-8,0.000001825432,0.00003002849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1322614,"threshold_uncertainty_score":0.9620684,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2114053720","doi":"10.3968/j.sss.1923018420120301.1445","title":"Violence Against Women in Ikwerre Ethnic Nationality of Nigeria: Challenges for Gender Equity and Development","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Intimate Partner and Family Violence","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Nationality; Ethnic group; Equity (law); Gender equity; Politics; Political science; Gender studies; Ethnic violence; State (computer science); Sociology; Immigration; Law","authors":[{"name":"B Okemini Emmanuel","is_ca":false},{"name":"G Adekola","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3227239229511734,"gpt":0.4933377262558293,"spread":0.170613803304656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01025951,0.0000825923,0.000289286,0.0001129246,0.0003089231,0.000001600574,0.000342499,0.00008619695,0.000003249338],"category_scores_gemma":[0.001263228,0.00007551994,0.00001724436,0.0002378715,0.02573807,0.0002238252,0.0004045063,0.00009002558,7.717856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003394344,"about_ca_system_score_gemma":0.0003703305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000246658,"about_ca_topic_score_gemma":0.00006802042,"domain_scores_codex":[0.9983657,0.0001437491,0.0003212918,0.0002342609,0.0003026668,0.0006323573],"domain_scores_gemma":[0.9989877,0.0004983802,0.0001365922,0.00008394128,0.0002320606,0.0000612868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001575005,0.00009426643,0.07155447,0.0001443095,0.0000147201,1.80852e-7,0.8715033,0.000009516124,0.0005702144,0.0442477,0.00000612488,0.01183944],"study_design_scores_gemma":[0.0001772347,0.0000224784,0.545081,0.0000736695,0.000001024905,1.006368e-7,0.4358508,0.000004539012,0.0002509778,0.01836823,0.00008313271,0.00008676288],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771914,0.014507,0.00002160797,0.00007804982,0.0003535344,0.0002133367,0.000003454355,0.000006317407,0.007625288],"genre_scores_gemma":[0.9866255,0.01219745,0.0009709925,0.00007840296,0.00003145339,0.00008775628,3.288113e-7,0.000002013428,0.000006120644],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4735266,"threshold_uncertainty_score":0.9769133,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1886850505","doi":"10.3968/j.sss.1923018420110202.053","title":"Environmental Influences of Flooding on Urban Growth and Development of Ado-Ekiti, Nigeria","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Flood Risk Assessment and Management","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Flood myth; Flooding (psychology); Drainage; Environmental planning; Panacea (medicine); Drainage system (geomorphology); Water resource management; Urban planning; Urbanization; Flood mitigation; Geography; Environmental science; Civil engineering; Engineering; Economic growth","authors":[{"name":"Joseph Adunbi Ogundele","is_ca":false},{"name":"Amen Osamede Jegede","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04592532657286791,"gpt":0.2921800397530897,"spread":0.2462547131802218,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006818691,0.00009927387,0.0002368189,0.00008465669,0.000141513,7.373651e-7,0.0003037086,0.00003205271,0.00005422004],"category_scores_gemma":[0.00005154428,0.0000808913,0.00001787184,0.0001393618,0.0266623,0.0001456486,0.000596355,0.00005869741,0.000003646336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006715948,"about_ca_system_score_gemma":0.00001737781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003892115,"about_ca_topic_score_gemma":0.00001999638,"domain_scores_codex":[0.9988984,0.00003377168,0.0003268417,0.0002706286,0.0002557622,0.0002145762],"domain_scores_gemma":[0.9996111,0.0000601826,0.0001871574,0.000108133,0.000005696609,0.00002772392],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002045133,0.0001492184,0.78373,0.0000391752,0.00003219778,0.000001283964,0.1784633,0.00002101126,0.03532392,0.000752732,0.0000384386,0.001428282],"study_design_scores_gemma":[0.0002527984,0.0002235866,0.8651243,0.0000393302,0.000006728453,3.348518e-7,0.08537702,0.000007909031,0.0477083,0.001133132,0.0000193722,0.0001071444],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967915,0.0002544741,0.0000110683,0.00001579728,0.0001149388,0.0001214435,0.000001517509,0.000003739722,0.002685512],"genre_scores_gemma":[0.9925224,0.000358355,0.007066642,0.00002564093,0.000003539531,0.00001067349,2.167212e-7,0.000002436591,0.00001014437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09308626,"threshold_uncertainty_score":0.9759865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1524461016","doi":"10.3968/j.sss.1923018420120302.9z0210","title":"The Application and Revelation of Joseph Nye's Soft Power Theory","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"China's Ethnic Minorities and Relations","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Revelation; Soft power; Power (physics); Epistemology; Philosophy; Physics; Law; Political science; Theology; China","authors":[{"name":"Lin Li","is_ca":false},{"name":"Xiaonan Hong","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04493806512649882,"gpt":0.4068515190143709,"spread":0.3619134538878721,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004691817,0.00003615351,0.00009904775,0.00003579807,0.0009257104,0.000001668149,0.0001612614,0.0000532095,0.000004454444],"category_scores_gemma":[0.001162236,0.00002420289,0.00001802008,0.0002170652,0.0527968,0.0001437057,0.00008890024,0.00007878091,9.312663e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004834196,"about_ca_system_score_gemma":0.00007565888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005979879,"about_ca_topic_score_gemma":0.00007131869,"domain_scores_codex":[0.9992631,0.000146458,0.000163167,0.00009005994,0.0001496686,0.0001875411],"domain_scores_gemma":[0.9985427,0.001109138,0.0001232646,0.00008803284,0.0001148548,0.00002201194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002608673,0.000009929358,0.02288096,0.000004181638,0.000005979461,1.022592e-8,0.3578753,0.000002471698,0.0002065639,0.6171842,0.00007906589,0.001748751],"study_design_scores_gemma":[0.00008619424,0.00002282269,0.1597163,0.00001448021,0.000008185016,3.561974e-7,0.6430482,0.000009842258,0.0000378176,0.1944328,0.002569376,0.00005362939],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.974885,0.01381546,0.0002628334,0.001123266,0.0004108631,0.0001441281,0.000001196129,0.000005590677,0.00935163],"genre_scores_gemma":[0.9972511,0.002311115,0.0001630788,0.00002553492,0.00004266235,0.000009750465,1.18297e-7,0.000001086704,0.0001955558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4227514,"threshold_uncertainty_score":0.9497809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1698572188","doi":"10.3968/j.sss.1923018420120303.1658","title":"A Review of Social Exchange Relationship","year":2012,"lang":"en","type":"review","venue":"Studies in sociology of science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Reciprocity (cultural anthropology); Social exchange theory; Negotiation; Rationality; Altruism (biology); Consistency (knowledge bases); Social psychology; Interdependence; Psychology; Positive economics; Sociology; Economics; Political science; Social science; Computer science","authors":[{"name":"Yanhan Zhu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2469784601115103,"gpt":0.4374424831596936,"spread":0.1904640230481832,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001682958,0.0001440014,0.0009850243,0.0003476503,0.0002058944,0.00000234509,0.0003165352,0.0001131226,0.0001724808],"category_scores_gemma":[0.001058769,0.0001149733,0.0001287508,0.001287412,0.01108638,0.0003256549,0.0003113218,0.0001815965,0.00006429963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009174197,"about_ca_system_score_gemma":0.0001109466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000717996,"about_ca_topic_score_gemma":0.000003953955,"domain_scores_codex":[0.9987685,0.00003792821,0.000592466,0.0001997646,0.0002064396,0.0001948942],"domain_scores_gemma":[0.9985946,0.0001794361,0.0007344248,0.0001132012,0.0003735485,0.000004732213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002197386,0.0001231793,0.01394252,0.6034819,0.00009424092,0.000001471199,0.006805405,6.498921e-8,0.000001068679,0.1336867,0.01049399,0.2313672],"study_design_scores_gemma":[0.00007191902,0.000003377774,0.005184028,0.01858398,0.0004371356,0.000001428651,0.002096791,6.699743e-8,5.855832e-8,0.0005858642,0.9728746,0.0001606892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009945869,0.997405,9.280952e-7,0.00015011,0.0006298409,0.0002847927,0.000004684245,0.00001118717,0.001413996],"genre_scores_gemma":[0.001398083,0.9978415,0.00004580602,0.0003217233,0.000281064,0.00003500983,0.00001150467,0.000009107523,0.00005624799],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9623806,"threshold_uncertainty_score":0.9916049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1766682775","doi":"10.3968/j.sss.1923018420130403.h405","title":"Politeness Principle in Human Communication","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Language, Discourse, Communication Strategies","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Politeness; Politeness maxims; Politeness theory; Human communication; Expression (computer science); Interpersonal communication; Psychology; Cooperative principle; Point (geometry); Order (exchange); Key (lock); Linguistics; Social psychology; Communication; Computer science; Pragmatics; Philosophy; Mathematics; Grice; Business","authors":[{"name":"Yu Hao","is_ca":false},{"name":"Ren Chi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1452850601348056,"gpt":0.4306717348391512,"spread":0.2853866747043456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008410231,0.0000730375,0.0001981179,0.0001658607,0.0004444991,0.00001625159,0.0008001758,0.00002759773,0.0001436625],"category_scores_gemma":[0.0001515338,0.00005917742,0.00001979358,0.0001041618,0.05823456,0.0004186985,0.0004175013,0.0001457765,0.00001474283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008587882,"about_ca_system_score_gemma":0.00005957997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00108523,"about_ca_topic_score_gemma":0.001893711,"domain_scores_codex":[0.9991026,0.0001287435,0.0002898709,0.0001467589,0.0001144873,0.0002175659],"domain_scores_gemma":[0.99898,0.0001918781,0.0001280394,0.0004494491,0.0002356589,0.00001500505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[5.96015e-7,0.00003518559,0.003661312,0.00001110328,0.000004643735,1.679645e-7,0.3832911,0.000007677765,0.0003022928,0.6125236,0.00009666471,0.00006569838],"study_design_scores_gemma":[0.0001915704,0.00002886994,0.03339596,0.00005140389,0.00000214916,3.956553e-7,0.8552244,0.00001739817,0.0001152649,0.1102071,0.0006730451,0.00009249576],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9378526,0.002242233,3.696883e-7,0.001017021,0.0000998976,0.0001484701,0.000001666484,0.00001564526,0.0586221],"genre_scores_gemma":[0.999,0.0002370113,0.0001430096,0.000105987,0.00002126331,0.00007423111,0.0000020309,0.000003257085,0.0004132017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5023165,"threshold_uncertainty_score":0.9443284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2609382617","doi":"","title":"Prisons Rehabilitation Programmes in Nigeria: A Study of Inmates Perception in Okaka Prison, Bayelsa State","year":2017,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Religion and Sociopolitical Dynamics in Nigeria","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Prison; Recidivism; Overcrowding; Rehabilitation; Government (linguistics); State (computer science); Dignity; Criminology; Political science; Psychology; Sociology; Law","authors":[{"name":"Ekpenyong Nkereuwem Stephen","is_ca":false},{"name":"Undutimi Johnny Dudafa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04729081052955413,"gpt":0.4452246747317094,"spread":0.3979338642021553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.006463666,0.0001153375,0.000490427,0.0002923319,0.0007029546,0.00001756889,0.0007347656,0.0001291797,0.000004332588],"category_scores_gemma":[0.009207984,0.0001074468,0.000044512,0.0004247178,0.05975077,0.0003352296,0.0002810993,0.0002535579,0.000001277707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004332126,"about_ca_system_score_gemma":0.0002697246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020982,"about_ca_topic_score_gemma":0.02252015,"domain_scores_codex":[0.9975239,0.0004696546,0.0006650825,0.0004093128,0.0004188517,0.0005132082],"domain_scores_gemma":[0.99815,0.0008198383,0.0003483849,0.0003129784,0.0003187474,0.00005003028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000133685,0.000310209,0.4671514,0.00002174844,0.000004685597,9.688702e-7,0.5244834,0.00002111186,0.0001738938,0.007503222,0.000005481271,0.0003104327],"study_design_scores_gemma":[0.0003746716,0.0002292394,0.4212963,0.00005115407,0.000001570292,5.690552e-8,0.5513229,0.00004382832,0.000003193028,0.02660425,0.000009124772,0.00006367964],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962212,0.0001402208,0.000007458676,0.001164288,0.0004128506,0.0007677153,0.000002576641,0.00001305355,0.001270569],"genre_scores_gemma":[0.9982103,0.0006194382,0.0009968386,0.00001845252,0.00001703791,0.00009652619,3.374215e-7,0.000004354251,0.00003669479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05904781,"threshold_uncertainty_score":0.9991379,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3177047980","doi":"","title":"Analysis on the Innovative Strategy of National Music Teaching in Colleges From the Perspective of Visual Communication","year":2017,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Promotion (chess); Perspective (graphical); Order (exchange); Audio visual; Psychology; Multimedia; Mathematics education; Pedagogy; Sociology; Computer science; Political science; Business; Artificial intelligence","authors":[{"name":"Shengmin Xiao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1329581889089635,"gpt":0.4447892908297674,"spread":0.3118311019208039,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002321885,0.00005655967,0.0002189085,0.0001454594,0.0003998783,0.00001075933,0.0016918,0.00002268481,9.958277e-7],"category_scores_gemma":[0.00299987,0.00003230727,0.00003118443,0.0007083121,0.02312406,0.0003008942,0.000655885,0.0001619654,3.19251e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007471108,"about_ca_system_score_gemma":0.0001412363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002679571,"about_ca_topic_score_gemma":0.0003412488,"domain_scores_codex":[0.9990026,0.0001887973,0.0002322811,0.0001842662,0.0002879699,0.0001040292],"domain_scores_gemma":[0.9966885,0.002149151,0.0003590374,0.0003498682,0.0004467702,0.000006692471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00000825309,0.0001276419,0.04679381,0.000001987883,0.0001104779,2.453612e-7,0.2154781,0.000160631,0.0005395299,0.736021,0.00004495033,0.0007133433],"study_design_scores_gemma":[0.0001590151,0.0001644529,0.6414011,0.00004795827,0.0000060967,8.778137e-8,0.2375872,0.002478222,0.0007435791,0.1173591,0.000002470796,0.00005072734],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919046,0.0001608641,0.00006241653,0.002433839,0.00007186043,0.00008683839,0.000006808845,0.000002176631,0.005270594],"genre_scores_gemma":[0.9996234,0.00002975904,0.0002379277,0.0000860299,0.000007706119,0.000008813027,3.590022e-7,7.28083e-7,0.000005233365],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6186619,"threshold_uncertainty_score":0.9795344,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1805413069","doi":"10.3968/j.sss.1923018420110202.7z0036","title":"The Role of Cultural Creative Industry in the Process of the City Development:The case of Jingdezhen","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Soft power; Cultural industry; Order (exchange); Process (computing); Power (physics); Creative industries; Core (optical fiber); Economic system; Economic geography; Business; Economy; Political science; Economics; Engineering; China; Computer science","authors":[{"name":"Songjie Li","is_ca":false},{"name":"Xinghua Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1545621299944296,"gpt":0.3992271592636361,"spread":0.2446650292692065,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003377181,0.00008295895,0.0002105435,0.0000267959,0.001108562,0.000003560968,0.001116506,0.0001366845,0.00001256813],"category_scores_gemma":[0.001526939,0.00003187085,0.000036891,0.0008449752,0.06090202,0.0001104131,0.0002883572,0.0004114689,1.452719e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008888305,"about_ca_system_score_gemma":0.0005033341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002951793,"about_ca_topic_score_gemma":0.004716638,"domain_scores_codex":[0.9986062,0.0002845253,0.0003994028,0.0001474025,0.0002992786,0.0002632086],"domain_scores_gemma":[0.9985418,0.0004591036,0.0003967616,0.0001458239,0.0004412467,0.0000152268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008868164,0.00003031763,0.08900587,0.000006397614,0.00002275704,0.00000115938,0.9053605,0.000002970647,0.00004327398,0.004162711,0.0001862972,0.001168904],"study_design_scores_gemma":[0.00007173003,0.00002289166,0.08089986,0.00004181364,0.000005810656,0.000002739679,0.9103851,9.816991e-7,0.003444047,0.004581237,0.0005017635,0.00004201532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896808,0.0009163897,1.246313e-7,0.001310407,0.0001266666,0.0002646548,0.000002238707,0.000001876298,0.007696846],"genre_scores_gemma":[0.9994878,0.000121876,0.00004319091,0.00003726081,0.00001353369,0.00002638413,6.888362e-8,0.000001117427,0.0002687687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05979345,"threshold_uncertainty_score":0.9416537,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1913361631","doi":"10.3968/j.sss.1923018420110202.041","title":"Wicked Wisdoms: Illuminations of Conceptual Capacities among Local Leaders of the Yellowstone River","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"American Environmental and Regional History","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Wildlife; Citizen journalism; Interpretation (philosophy); Politics; Resource (disambiguation); Natural resource management; Natural resource; Environmental planning; Sociology; Environmental resource management; Political science; Geography; Ecology; Environmental science","authors":[{"name":"Susan J. Gilbertz","is_ca":false},{"name":"Eric K. Austin","is_ca":false},{"name":"J.H. Norton","is_ca":false},{"name":"Cristi C. Horton","is_ca":false},{"name":"Damon M. Hall","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05896217610723339,"gpt":0.2653594213300848,"spread":0.2063972452228514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002822708,0.00007489108,0.00020334,0.00003422767,0.000154432,1.52486e-8,0.0004065749,0.00003856088,0.0001064579],"category_scores_gemma":[0.00005761183,0.00005094035,0.00005470415,0.0002153753,0.9944682,0.0001067954,0.0003210415,0.00009063374,0.000004958581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001732899,"about_ca_system_score_gemma":0.00002378353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005120775,"about_ca_topic_score_gemma":0.00007676525,"domain_scores_codex":[0.9991195,0.00005969113,0.0002176874,0.0001792369,0.0002573667,0.0001664937],"domain_scores_gemma":[0.9995384,0.0000819967,0.0002015682,0.0001427719,0.00001390155,0.00002142574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000532995,0.00005170252,0.005613095,0.000004897105,0.000009882962,4.316232e-7,0.9901854,0.0001853749,0.003121072,0.0006428438,0.000155603,0.00002432542],"study_design_scores_gemma":[0.0001057487,0.00008136086,0.03370263,0.00001652636,0.000007454768,9.568001e-7,0.9619906,0.00001449136,0.003202107,0.0007827948,0.00004214963,0.00005319967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944648,0.0003253561,0.000046003,0.00005223661,0.0001678707,0.00008355473,0.000003807762,0.000002540776,0.00485385],"genre_scores_gemma":[0.9991044,0.00009574161,0.0003406885,0.00005348548,0.000003743973,0.000006117485,1.233261e-7,0.000002414565,0.0003933311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9943138,"threshold_uncertainty_score":0.2077287,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W1917366589","doi":"10.3968/j.sss.1923018420120303.1997","title":"Mobile Phone Usage and Awareness of Health Related Issues Among the Male Science Students","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Publicity; Mobile phone; Psychology; Phone; Advertising; Medical education; Internet privacy; Applied psychology; Medicine; Engineering; Business; Marketing; Computer science; Telecommunications","authors":[{"name":"Aanchal Vasudev","is_ca":false},{"name":"Manmeet Kaur","is_ca":false},{"name":"Harsh Kumar","is_ca":false},{"name":"Rini Chaturvedi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02545328169234622,"gpt":0.3800140884987985,"spread":0.3545608068064523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003657302,0.00008116926,0.0002296878,0.0000415987,0.0002923682,0.000002323568,0.0004506083,0.00007166219,0.00000308384],"category_scores_gemma":[0.0004645098,0.00004822807,0.00002200436,0.0002943681,0.05043487,0.000009994051,0.0005398122,0.00009128293,3.548888e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001624921,"about_ca_system_score_gemma":0.00008522439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006638554,"about_ca_topic_score_gemma":0.000008546142,"domain_scores_codex":[0.9988393,0.000128238,0.0002388351,0.0002501575,0.0001741999,0.000369273],"domain_scores_gemma":[0.9994734,0.00006850564,0.0001483929,0.0001747057,0.00009723306,0.00003775276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001131683,0.00009100499,0.4581737,0.00003223282,0.00001637742,3.458683e-7,0.01118669,0.000004725032,0.5292477,0.0002082216,0.0001034455,0.0009241825],"study_design_scores_gemma":[0.000519573,0.004336934,0.8458314,0.000068467,0.00001003725,0.00001766674,0.0302436,0.00001631994,0.1179294,0.0007470356,0.0000934918,0.000186128],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707242,0.02865739,0.000003685044,0.0001133799,0.0001794167,0.000175823,0.000001279326,0.000002176512,0.0001426067],"genre_scores_gemma":[0.9963832,0.003270909,0.0001402865,0.00007448847,0.0000186762,0.00001857099,6.399086e-7,0.000001831414,0.00009138868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113184,"threshold_uncertainty_score":0.9521493,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1941272581","doi":"10.3968/j.sss.1923018420140501.4185","title":"Rural Social Security System of China: Problems and Solutions","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social security; China; Business; Modernization theory; Rural area; Economic growth; Security studies; Network security policy; Security management; Security convergence; Economic security; Critical security studies; Security service; Political science; Economics; Computer security; Public administration; Information security; Finance; Market economy; Computer science","authors":[{"name":"Juan Chen","is_ca":false},{"name":"Shaolei Yang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07655528123717742,"gpt":0.4093746097791037,"spread":0.3328193285419263,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003795148,0.00005170999,0.0002448047,0.0000889513,0.000986926,0.000003046394,0.0002119763,0.00006326158,0.000002241042],"category_scores_gemma":[0.0005621249,0.00004494851,0.00002601603,0.0003387493,0.05132666,0.0001075286,0.0001045013,0.00007368604,0.000001102081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009799119,"about_ca_system_score_gemma":0.0001744986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587338,"about_ca_topic_score_gemma":0.0003869123,"domain_scores_codex":[0.9989128,0.000266596,0.0002439244,0.0001292733,0.0001823018,0.0002651315],"domain_scores_gemma":[0.9993439,0.0001851222,0.0001842826,0.00006867627,0.0001854281,0.00003258228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[5.939457e-7,0.00001032215,0.01350661,0.00006128195,0.000004812487,1.665781e-8,0.6241708,0.000001201651,0.0001072737,0.3619245,0.0001332092,0.00007942825],"study_design_scores_gemma":[0.0001241349,0.00003589916,0.04156549,0.00006453357,0.000004836094,6.256662e-7,0.9434348,0.00001689322,0.00001336546,0.01401103,0.0006681294,0.00006028071],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863516,0.0008571716,0.000007364482,0.001757295,0.0005463016,0.0001233833,0.000003287725,0.00001193693,0.01034166],"genre_scores_gemma":[0.9995723,0.0001475289,0.00004318175,0.00001821755,0.0001639079,0.0000140635,1.246208e-7,0.000001419447,0.00003925584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3479134,"threshold_uncertainty_score":0.9512551,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1525239043","doi":"10.3968/6399","title":"Crude Oil Spills and Its Consequences on Seafoods Safety in Coastal Area of Ibeno: Akwa Ibom State","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Mercury (programming language); Environmental chemistry; Chemistry; Bioaccumulation; Environmental science; Petroleum; Mugil; Xylene; Contamination; Total petroleum hydrocarbon; Crude oil; Cadmium; Toluene; Fish <Actinopterygii>; Fishery; Bioremediation; Ecology; Biology; Geology","authors":[{"name":"Nikereuwem Stephen Ekpenyong","is_ca":false},{"name":"Udeme Sunday Udofia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1366250347396335,"gpt":0.3185132908315408,"spread":0.1818882560919073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002052784,0.000105011,0.000513697,0.0002470246,0.00006949114,0.000003763394,0.000252449,0.0000547082,0.00001021627],"category_scores_gemma":[0.0006881886,0.00009838206,0.00002486328,0.0002267239,0.00993205,0.0001283024,0.0002312486,0.0001270533,0.000008612255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178811,"about_ca_system_score_gemma":0.00009336278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000133472,"about_ca_topic_score_gemma":0.0002157582,"domain_scores_codex":[0.998685,0.00001834842,0.0006047537,0.0003514061,0.00004703569,0.0002934654],"domain_scores_gemma":[0.9993012,0.0001787913,0.0003047788,0.0001016594,0.00005998186,0.00005359176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003181358,0.0001943496,0.7147639,0.0002030511,0.0001363869,0.00002202039,0.1859014,0.001749769,0.00057809,0.08908287,0.0004390538,0.00661087],"study_design_scores_gemma":[0.005439373,0.00156974,0.5952039,0.0004695924,0.00000754108,0.00001644139,0.1533268,0.001533973,0.003232598,0.2311431,0.006925337,0.001131532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844478,0.006903426,0.000001352774,0.0006905117,0.0003670843,0.00006597352,0.00006391923,0.000003306206,0.007456655],"genre_scores_gemma":[0.9956406,0.003751878,0.0002132039,0.0001173153,0.000008754629,0.000006166643,8.159975e-7,0.000003060851,0.0002582026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420602,"threshold_uncertainty_score":0.9927623,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1688313647","doi":"10.3968/j.sss.1923018420130403.2669","title":"The Embodiment of Individualistic Values in American Nationality","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Individualism; Nationality; Independence (probability theory); Sociology; Politics; Political science; Law; Immigration; Mathematics","authors":[{"name":"Yuxian Zhang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07898815688722743,"gpt":0.4560655740797386,"spread":0.3770774171925111,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002258633,0.00003501987,0.0001279215,0.00004171947,0.0004416132,0.000005779466,0.0003561447,0.00001805922,0.00001574944],"category_scores_gemma":[0.002617213,0.00002348428,0.00001770964,0.0006057565,0.08178801,0.0001323992,0.0001099555,0.00004623877,0.000003507589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001340503,"about_ca_system_score_gemma":0.0001190238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00425501,"about_ca_topic_score_gemma":0.003271759,"domain_scores_codex":[0.9989469,0.0002311933,0.0002136625,0.0001117817,0.0003245121,0.000171964],"domain_scores_gemma":[0.9990944,0.0003234232,0.0001535068,0.00006369191,0.0003470113,0.00001797479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001378187,0.00004629474,0.2788259,0.000006996461,0.00001248822,1.490064e-7,0.3144169,0.00003694972,0.0001389164,0.4048795,0.001027187,0.0006074224],"study_design_scores_gemma":[0.00005156087,0.00001358356,0.4834917,0.000007639463,0.000001389759,3.333588e-8,0.4303111,0.000007472881,0.00002527738,0.08589374,0.0001702763,0.000026268],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912812,0.000473583,0.000001463378,0.002430518,0.0002173517,0.0001235666,0.000001326864,0.000003887719,0.005467104],"genre_scores_gemma":[0.9991908,0.0004975302,0.00008654905,0.00009621912,0.00000995545,0.00001459003,2.135718e-7,4.798143e-7,0.0001036737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3189857,"threshold_uncertainty_score":0.9207109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1767832878","doi":"10.3968/j.sss.1923018420110202.057","title":"Evaluation of Leadership and Employee Commitment to Work in Nigeria Bottling Company","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Management and Performance Evaluation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Bottling line; Leadership style; Work (physics); Job satisfaction; Argument (complex analysis); Servant leadership; Public relations; Business; Management; Marketing; Political science; Engineering; Economics","authors":[{"name":"Dosunmu Akinola George","is_ca":false},{"name":"Olusanya Olumide","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3920798469951176,"gpt":0.3942037505197393,"spread":0.002123903524621662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.007559069,0.0000694354,0.0001883943,0.0003655717,0.00009613841,0.000004179009,0.0001809328,0.00002535954,0.00002903149],"category_scores_gemma":[0.0004431499,0.00006292888,0.00001236105,0.0006265166,0.003731486,0.0003575275,0.0002078407,0.00005377766,0.00000598257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005723062,"about_ca_system_score_gemma":0.00002085732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000578363,"about_ca_topic_score_gemma":0.0002975567,"domain_scores_codex":[0.9989812,0.00003669514,0.0002651914,0.0001819839,0.0003510078,0.0001839343],"domain_scores_gemma":[0.999412,0.00004971002,0.0001436188,0.000100754,0.0002895649,0.000004371941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003949963,0.00003944292,0.9350051,0.0001120362,0.00001491498,2.145322e-7,0.05677946,0.0003452471,0.0001336085,0.002004305,0.0002176463,0.005308474],"study_design_scores_gemma":[0.0004205367,0.00002631526,0.9093671,0.0001097103,0.00002383603,3.228559e-8,0.08335025,0.001107788,0.00005393545,0.005440129,0.00002330221,0.00007699749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958015,0.0005354508,0.00001120735,0.0002976041,0.0003129265,0.0003133751,1.034364e-7,0.000006229134,0.002721585],"genre_scores_gemma":[0.9993402,0.00003300617,0.000327035,0.0002184124,0.00004136557,0.00002916509,4.901629e-7,0.000002373037,0.000007915208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02657079,"threshold_uncertainty_score":0.9989798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1684277557","doi":"10.3968/5072","title":"Analysis of the Application of Traditional “Feng Shui” Theory in Modern Home Space","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Space (punctuation); Phenomenon; Sociology; Culture theory; Epistemology; Aesthetics; Computer science; Philosophy; Anthropology","authors":[{"name":"Hongmei Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06499144331931693,"gpt":0.2905289615951779,"spread":0.2255375182758609,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007438294,0.00004903573,0.000260445,0.00009124492,0.0001695453,0.000001112294,0.0002152998,0.00001724686,0.00001283743],"category_scores_gemma":[0.0001082898,0.0000269919,0.00006093388,0.0002081455,0.02121114,0.0000597212,0.00008048591,0.00005172162,2.840973e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002083755,"about_ca_system_score_gemma":0.00001263835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004338226,"about_ca_topic_score_gemma":0.0007100397,"domain_scores_codex":[0.9993986,0.00006243648,0.0001908061,0.0001200902,0.0001300322,0.00009800355],"domain_scores_gemma":[0.9993775,0.0002714582,0.0001335757,0.00009512137,0.0001170034,0.000005348048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000007126604,0.00004070678,0.0292778,0.00001891055,0.0001228287,2.599823e-8,0.369119,0.0003666498,0.0004617964,0.599994,0.000039742,0.0005513659],"study_design_scores_gemma":[0.000281291,0.00008271366,0.3107166,0.00003308914,0.0001396595,1.368273e-7,0.4108751,0.00180378,0.000234199,0.2755254,0.0002011934,0.0001069453],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937347,0.0009059078,0.00002251789,0.0003291706,0.00009259711,0.00005481158,0.000008923837,0.000002280303,0.004849137],"genre_scores_gemma":[0.9997299,0.0001040345,0.00001438601,0.00004525797,0.00002631139,0.00001131684,7.161195e-7,9.282473e-7,0.00006711359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3244686,"threshold_uncertainty_score":0.9814526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1716429726","doi":"10.3968/j.sss.1923018420120302.1350","title":"Policy Assessment: A Case Study of Rural Tourism, Recreation and Leisure Development in Suburb of Chengdu, China","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Recreation; Promotion (chess); Tourism; China; Distribution (mathematics); Business; Rural area; Economic growth; Local community; Geography; Political science; Economics","authors":[{"name":"Ge He","is_ca":false},{"name":"Minghong Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08859941872598297,"gpt":0.474574078394728,"spread":0.3859746596687451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005486466,0.00008126864,0.0003471148,0.0004293368,0.0003345716,0.000003208155,0.000306163,0.00006258755,0.000006751456],"category_scores_gemma":[0.001133575,0.00007293762,0.00001729923,0.0008159984,0.01966189,0.0003476898,0.0003832605,0.0001569186,2.998293e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002640552,"about_ca_system_score_gemma":0.0005977602,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01267129,"about_ca_topic_score_gemma":0.001749878,"domain_scores_codex":[0.9982388,0.0003415638,0.0003444214,0.0001561666,0.0004970589,0.0004219986],"domain_scores_gemma":[0.9991117,0.0003057461,0.0001944478,0.0001177565,0.0002087324,0.00006163212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006895675,0.0002413823,0.4819594,0.00002016384,0.00001711123,0.00002105972,0.5143998,0.0000054472,0.000120843,0.002373596,0.000008882144,0.0008253503],"study_design_scores_gemma":[0.0003175021,0.0001026531,0.3957357,0.00002332733,0.000003434633,0.000002433285,0.6031063,0.000002468988,0.0001001409,0.0005591791,0.000003675476,0.00004320898],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996514,0.0005751362,8.086604e-7,0.0003195975,0.0001129178,0.0003764543,0.000001080891,0.000004501017,0.002095519],"genre_scores_gemma":[0.9990203,0.0003567694,0.0005250702,0.000003453967,0.00004228524,0.00001281767,1.413347e-7,0.000002409887,0.00003675149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0887064,"threshold_uncertainty_score":0.9939034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1868451784","doi":"10.3968/j.sss.1923018420100101.004","title":"Perceived Impact of the National Health Insurance Schemes (NHIS) Among Registered Staff in Federal Polytechnic, Idah, Kogi State Nigeria","year":2010,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Workforce; Productivity; Business; Health insurance; National health insurance; State (computer science); Service (business); Economic growth; Environmental health; Health care; Marketing; Medicine; Economics","authors":[{"name":"Michael Sunday Agba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1120046161641966,"gpt":0.3967131902635815,"spread":0.2847085740993849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002550586,0.0001014603,0.0004352378,0.0002608671,0.0002168313,0.000004676024,0.0004792593,0.00006014054,0.000008278585],"category_scores_gemma":[0.000988523,0.00008461323,0.00007410513,0.0004458592,0.01208988,0.0001727966,0.0002356812,0.000282154,0.000002206506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307897,"about_ca_system_score_gemma":0.0002934385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003074933,"about_ca_topic_score_gemma":0.003304881,"domain_scores_codex":[0.9984795,0.00004764552,0.0006874045,0.0003188544,0.00008162538,0.0003849651],"domain_scores_gemma":[0.9989854,0.00009223734,0.0005731224,0.0002177948,0.00009417126,0.00003735301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001172452,0.00006387162,0.9375628,0.00005817951,0.00001958552,2.699919e-7,0.04697126,0.000064698,0.0003106775,0.01459195,0.000161922,0.0001830723],"study_design_scores_gemma":[0.0002691525,0.00008613418,0.9728941,0.00003142748,1.007944e-7,4.300512e-7,0.004141259,0.00006000336,0.00002718397,0.02234362,0.00007297219,0.00007364664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951109,0.0005537202,0.000005881964,0.002699613,0.0003737034,0.0002557752,0.00007163491,0.000006644063,0.0009221197],"genre_scores_gemma":[0.9987859,0.0006563803,0.0002427314,0.0002072051,0.00001932351,0.00002240258,4.882034e-7,0.000004238178,0.00006131848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04283,"threshold_uncertainty_score":0.9905986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1609281340","doi":"10.3968/j.sss.1923018420120303.1935","title":"The Role of Mass Media in Rural Information System in Nigeria","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Harmony (color); Poverty; Government (linguistics); Rural area; Mass media; Political science; Economic growth; Sociology; Law; Economics","authors":[{"name":"Stephen Ocheni","is_ca":false},{"name":"Basil C. Nwankwo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07670300107614925,"gpt":0.4300568131473338,"spread":0.3533538120711845,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0112376,0.00007182395,0.0002722332,0.0001931249,0.0005870553,0.000003369277,0.0007049863,0.00009042244,0.000001850651],"category_scores_gemma":[0.004988411,0.00005592262,0.0000258176,0.0007799845,0.05638449,0.0005385187,0.0002149587,0.0001727968,0.00000443649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350224,"about_ca_system_score_gemma":0.0002347963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004443768,"about_ca_topic_score_gemma":0.001948396,"domain_scores_codex":[0.9979607,0.0007300324,0.0005454645,0.00008384748,0.0002557722,0.0004241791],"domain_scores_gemma":[0.9966563,0.002495755,0.0003179797,0.0002132817,0.0002897565,0.00002691895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000229289,0.000009576261,0.3909296,0.000006246176,0.000004032799,9.426154e-9,0.5573862,0.00000314219,0.00004345829,0.0512915,0.00001813898,0.0003057754],"study_design_scores_gemma":[0.0000928751,0.000006875056,0.2059182,0.00002946166,0.000001249009,9.754936e-8,0.789547,0.000004407421,0.00003175821,0.003890999,0.0004372679,0.00003976336],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981311,0.008648858,0.000001630456,0.001248782,0.00107058,0.0001959212,0.000001647634,0.000009884704,0.007511665],"genre_scores_gemma":[0.9963883,0.003179903,0.0002679672,0.00002500531,0.00005521447,0.00007525445,5.253029e-7,0.000001515558,0.000006378671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2321608,"threshold_uncertainty_score":0.9461835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488494660","doi":"10.3968/j.sss.1923018420100102.008","title":"Interation Between Globalization and Organizational Performance in the Third World: Nigeria in Focus","year":2010,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Globalization and Economic Impact","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Globalization; Restructuring; World economy; Liberalization; Economic system; Development economics; Business; Economics; Political science; Market economy","authors":[{"name":"Chiemela U. Wokoma","is_ca":false},{"name":"E. B. J. Iheriohanma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03730973856649956,"gpt":0.3665971338207283,"spread":0.3292873952542287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002674079,0.0000493947,0.0001231344,0.0001654487,0.0002895007,0.00001266085,0.0002485244,0.00004955517,0.00001636251],"category_scores_gemma":[0.001096785,0.0000398281,0.000006780697,0.0009134799,0.01104391,0.0002995042,0.00006093101,0.0001096465,0.000002260524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001089443,"about_ca_system_score_gemma":0.0001416498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189424,"about_ca_topic_score_gemma":0.01542786,"domain_scores_codex":[0.9992108,0.0001142811,0.0002213632,0.0001470046,0.0001220434,0.0001844923],"domain_scores_gemma":[0.9995883,0.0001687628,0.00008178422,0.0000624536,0.00008185006,0.00001684022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001570661,0.000007539142,0.8170552,0.00000233964,0.000001125503,1.214267e-7,0.1454864,0.00002920684,0.00003910249,0.03714377,0.00004959174,0.0001840297],"study_design_scores_gemma":[0.0001858878,0.00001616135,0.8963672,0.00001272231,0.000001073994,4.087405e-7,0.0889001,0.0001164922,0.00003340028,0.01395592,0.0003541922,0.00005641925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902368,0.00008468628,0.00001602628,0.001996007,0.0003272903,0.000123159,0.000001224991,0.000005055054,0.007209809],"genre_scores_gemma":[0.9994838,0.000194425,0.00008078052,0.0001615763,0.00004844218,0.000004640491,0.000001185357,0.000001202689,0.00002397098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07931206,"threshold_uncertainty_score":0.9916475,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1562647714","doi":"10.3968/6273","title":"Research on the relation Between the Self-Leadership and Work Engagement of the Primary and Junior School Headmaster","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Psychology; Work engagement; Middle level; Work (physics); Meaning (existential); Neglect; Social psychology; Dimension (graph theory); Regression analysis; Value (mathematics); Mathematics; Engineering; Statistics","authors":[{"name":"Shaoping Yu","is_ca":false},{"name":"XU Hua-chun","is_ca":false},{"name":"You Yong-heng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.5937048494264248,"gpt":0.5065740357163045,"spread":0.08713081371012021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00876599,0.00005301479,0.0001106111,0.0000621701,0.0004336023,0.000003080867,0.0003553494,0.00005124906,0.0000103568],"category_scores_gemma":[0.0005281506,0.00002410511,0.00001326972,0.000405271,0.02645288,0.00005938983,0.0002612175,0.0004626761,0.0000102273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005241366,"about_ca_system_score_gemma":0.00007645269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000956974,"about_ca_topic_score_gemma":0.000003636531,"domain_scores_codex":[0.9985108,0.0006703397,0.0001714226,0.0001713818,0.000276179,0.0001998328],"domain_scores_gemma":[0.9975189,0.002003782,0.00007426144,0.0002187321,0.0001629954,0.00002130379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004968107,0.00003770427,0.7111418,0.00002794853,0.00005473812,2.924564e-7,0.2518041,0.00002112863,0.00004242326,0.03144785,0.004047689,0.001324633],"study_design_scores_gemma":[0.00007849924,0.0001248643,0.824708,0.00004965939,0.000004427198,5.962896e-7,0.1691059,0.000002625861,0.00006677278,0.005644516,0.000189119,0.00002501413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778071,0.002293917,0.00000183316,0.01382561,0.0002402758,0.0002146356,9.25624e-7,0.000002730091,0.005612956],"genre_scores_gemma":[0.99893,0.0002124016,0.00004036269,0.0004733548,0.00005775797,0.00001965104,1.158629e-7,0.000001866528,0.000264439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1135662,"threshold_uncertainty_score":0.9761966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1829987515","doi":"10.3968/5172","title":"The Analysis of Innovation Policies for New Energy Vehicle Technology","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Electric Vehicles and Infrastructure","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Industrialisation; New energy; China; Technology innovation; Technology policy; Energy (signal processing); Business; Industrial organization; Economic system; Regional science; Environmental economics; Economics; Political science; Engineering; Market economy; Sociology","authors":[{"name":"Lin-zhou Gu","is_ca":false},{"name":"Yunfei Shao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01604081298470034,"gpt":0.2962214270378498,"spread":0.2801806140531494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004264746,0.00004634205,0.0001903207,0.000395493,0.0001156479,0.000001015702,0.0002364522,0.00005347272,5.054434e-7],"category_scores_gemma":[0.0004481238,0.00003218508,0.00002166547,0.003023911,0.00744287,0.00003205602,0.00004544187,0.00005221342,4.646965e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003318522,"about_ca_system_score_gemma":0.00002678723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001580765,"about_ca_topic_score_gemma":0.00003656113,"domain_scores_codex":[0.9994603,0.00000760806,0.0002210835,0.00008264546,0.000059212,0.0001691747],"domain_scores_gemma":[0.9994307,0.0002043683,0.00006912732,0.0001112501,0.0001786094,0.000005988788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008291245,0.000007535974,0.01557565,0.00002976255,0.0004894849,4.740582e-8,0.01197727,0.02851241,0.1028885,0.7639156,0.001711019,0.07488444],"study_design_scores_gemma":[0.000854567,0.0005527585,0.103936,0.00003391749,0.000240751,0.000001365836,0.0444081,0.1669276,0.1292802,0.5437675,0.009625124,0.0003720634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995039,0.001462186,0.002552978,0.0005643767,0.0001191547,0.00002997231,0.000001137583,0.00001618316,0.0002149871],"genre_scores_gemma":[0.9989525,0.000292439,0.0006709818,0.00003732003,0.00001970751,0.000006045947,3.480312e-7,0.000002061595,0.00001857213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2201481,"threshold_uncertainty_score":0.9952583,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1861601227","doi":"10.3968/5229","title":"The Manifestations and Symptoms of Ecofeminism","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Environmental Philosophy and Ethics","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ecofeminism; Patriarchy; Humanity; Sociology; Gender studies; Natural (archaeology); Feminism; Perspective (graphical); Environmental ethics; Political science; Philosophy; Law; Geography","authors":[{"name":"Ling Chen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03123165624340082,"gpt":0.3244948521691464,"spread":0.2932631959257456,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001237598,0.00004513965,0.00009190689,0.00001422159,0.0003257614,8.357482e-7,0.0002211772,0.00002990505,0.000007441468],"category_scores_gemma":[0.0002811275,0.00003052198,0.00001203648,0.00009339859,0.1064601,0.00007040676,0.0003307707,0.00008546864,0.0000055084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003315524,"about_ca_system_score_gemma":0.000004775081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001152133,"about_ca_topic_score_gemma":0.00001790528,"domain_scores_codex":[0.9993888,0.00004717952,0.0001478802,0.0001433563,0.000137967,0.0001347867],"domain_scores_gemma":[0.9992247,0.0005605863,0.00007535054,0.0001166446,0.000005206868,0.00001756403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001996952,0.0001246594,0.4941484,0.00005804329,0.00003651231,0.000002115604,0.2460327,0.001059833,0.02054127,0.2225847,0.0002444737,0.01514733],"study_design_scores_gemma":[0.000231061,0.0003669003,0.5712574,0.00002204348,0.000008626979,0.000005455485,0.04771297,0.0002289278,0.001104652,0.3786379,0.0003144923,0.0001095423],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883601,0.0002451253,0.0000076695,0.0007649053,0.0001083246,0.0000462932,8.735204e-7,0.000002189645,0.01046454],"genre_scores_gemma":[0.9991801,0.0003607628,0.0003060158,0.0001024067,0.000006583142,0.000004613627,7.389882e-8,0.000001314062,0.00003810924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1983197,"threshold_uncertainty_score":0.8959716,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1763657820","doi":"10.3968/j.sss.1923018420110202.067","title":"Yin-Yang Theory and Globalization","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Cultural Differences and Values","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Globalization; Epistemology; Sociology; Key (lock); Yin and yang; International relations; Political science; Social science; Philosophy; Law; Politics; Computer science","authors":[{"name":"Ningchuan Wang","is_ca":false},{"name":"Yuze Zou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2657266985323937,"gpt":0.4688169008820762,"spread":0.2030902023496825,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0007922148,0.00005015207,0.0001277206,0.00003966394,0.0001135711,8.446937e-7,0.000145671,0.00003947576,0.00008944975],"category_scores_gemma":[0.0002074814,0.00003445912,0.00001256315,0.0001382687,0.02889526,0.00005745088,0.000106837,0.00004423362,0.000006397844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001486867,"about_ca_system_score_gemma":0.000008925572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004147951,"about_ca_topic_score_gemma":0.00001192847,"domain_scores_codex":[0.9994032,0.00009708476,0.0001148408,0.0001793787,0.00005223664,0.0001532885],"domain_scores_gemma":[0.9996869,0.0001053837,0.00005358654,0.00007791608,0.00006109343,0.00001512254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002068956,0.00002132976,0.1083795,0.000006682855,0.00001708898,0.00000130097,0.3547941,1.081366e-7,0.0003287569,0.5349613,0.0001758081,0.001293238],"study_design_scores_gemma":[0.0001148042,0.00008364283,0.6238084,0.00001091524,0.000004905281,0.000002753944,0.2521978,0.000001600415,0.00006371568,0.1236479,0.0000191308,0.00004443838],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806927,0.003621053,0.00001996968,0.00004781025,0.0005260656,0.00005106952,0.000001167435,0.000008567667,0.01503158],"genre_scores_gemma":[0.9992222,0.0002983657,0.0001534211,0.00009751997,0.00001446938,0.000005934535,1.614745e-7,0.000001095495,0.0002068352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5154288,"threshold_uncertainty_score":0.9737476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1836815398","doi":"10.3968/j.sss.1923018420120302.1600","title":"Comparative Study on Moderate Scale Management of Agricultural Land in China and Japan","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"China; Agriculture; Land management; Scale (ratio); Food security; Agricultural land; Agricultural management; Business; Agricultural revolution; Agricultural economics; Natural resource economics; Environmental resource management; Environmental planning; Economic growth; Geography; Economics","authors":[{"name":"Yi Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08340813916428565,"gpt":0.3778778846868442,"spread":0.2944697455225586,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001150097,0.00005447361,0.0001913145,0.00005347767,0.0002007378,0.00000136892,0.0001239579,0.00001902311,0.000001652561],"category_scores_gemma":[0.00001200771,0.00003805655,0.000009183427,0.0001847562,0.01333035,0.0001147609,0.0001222736,0.00005086123,0.000001209074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008304321,"about_ca_system_score_gemma":0.00001034106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007690828,"about_ca_topic_score_gemma":0.0001472226,"domain_scores_codex":[0.9992371,0.00009090411,0.0001362977,0.0001307289,0.0002092873,0.0001956495],"domain_scores_gemma":[0.9998069,0.00005814161,0.00005671885,0.00003939111,0.00001469108,0.00002418096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006991764,0.0001151006,0.5276922,0.000004404802,0.00001043425,1.881896e-7,0.4698588,0.00005669141,0.00003514328,0.002154368,0.0000153748,0.00005025236],"study_design_scores_gemma":[0.0001245359,0.00003735014,0.6151756,0.00001368946,0.000001765257,4.136443e-8,0.3841671,0.000001295976,0.00002299272,0.0004240125,0.000004041202,0.00002752355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918993,0.0003857905,5.521638e-7,0.0002740466,0.0001146678,0.0002039379,3.39899e-7,0.000001965306,0.007119447],"genre_scores_gemma":[0.9992755,0.0004409797,0.0001522732,0.000009111344,0.000009826547,0.00001499515,1.297847e-7,6.021693e-7,0.00009658381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08748341,"threshold_uncertainty_score":0.9893548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1952932014","doi":"10.3968/j.sss.1923018420130401.999","title":"The Provider Payment System of the National Health Insurance Scheme in Ghana","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Business; Payment; Service provider; Subsidy; Quality (philosophy); Actuarial science; Health care; Service (business); Health insurance; Payment system; Finance; Marketing; Economic growth; Economics","authors":[{"name":"Hannah Fosuaa Amo","is_ca":false},{"name":"Kwadjo Ansah‐Adu","is_ca":false},{"name":"Samuel Nana Yaw Simpson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.125188759536815,"gpt":0.3605419016533791,"spread":0.235353142116564,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003098577,0.00005071571,0.0002252696,0.00008988469,0.0002344789,0.00000268822,0.0003791387,0.00002432676,0.000001635284],"category_scores_gemma":[0.0005398499,0.00003323649,0.00002592148,0.0003440066,0.007198506,0.00008253076,0.000199553,0.00009382347,0.000008206999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003758344,"about_ca_system_score_gemma":0.0001220221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001801934,"about_ca_topic_score_gemma":0.0003435744,"domain_scores_codex":[0.9989036,0.0000483578,0.0005465095,0.0001808981,0.00006817351,0.000252405],"domain_scores_gemma":[0.9992601,0.0001545215,0.0003531629,0.0001330653,0.00008321814,0.00001596318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.000001888707,0.0000270888,0.1699845,0.0001933565,0.00001416628,5.336377e-8,0.02509998,0.00003874591,0.000005300932,0.8036522,0.0005546381,0.0004280788],"study_design_scores_gemma":[0.0003192656,0.00006799123,0.8725612,0.0001220093,1.989081e-7,4.683682e-7,0.0763022,0.0005110024,0.0000258098,0.04888858,0.001116858,0.00008447715],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618419,0.005110079,0.000007585942,0.02940512,0.0004795668,0.0004445046,0.00001112976,0.000003345886,0.002696753],"genre_scores_gemma":[0.998468,0.0004622959,0.0001870523,0.0007117466,0.00001591022,0.00009286833,6.784308e-8,0.000001642976,0.00006045954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7547636,"threshold_uncertainty_score":0.9955033,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1596702461","doi":"10.3968/j.sss.1923018420130403.z501","title":"Impact of Total Rewards on Animation Employees’ Engagement","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Job Satisfaction and Organizational Behavior","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Salary; Promotion (chess); Employee engagement; Psychology; Incentive; Confirmatory factor analysis; Construct (python library); Exploratory factor analysis; Regression analysis; Sample (material); Order (exchange); Animation; Marketing; Business; Public relations; Economics; Computer science; Political science; Microeconomics; Service (business); Politics","authors":[{"name":"Huang Zhi-jian","is_ca":false},{"name":"Tianshu Ning","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05711187905792709,"gpt":0.3640753043680155,"spread":0.3069634253100884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004487776,0.00006399533,0.0001439516,0.0002082657,0.0001356433,0.000005403239,0.000111646,0.00002553614,0.0002093652],"category_scores_gemma":[0.0004621951,0.00004934655,0.00003179748,0.0004201176,0.004288436,0.0006431632,0.0001235392,0.00006472153,0.00005275162],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008343866,"about_ca_system_score_gemma":0.00003352434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715744,"about_ca_topic_score_gemma":0.000005049146,"domain_scores_codex":[0.9993486,0.00001116201,0.0001958098,0.0001348327,0.0001799666,0.0001296084],"domain_scores_gemma":[0.9993578,0.00005580374,0.0001338286,0.00008316604,0.0003650157,0.000004360421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008651435,0.0001138551,0.9553884,0.00003763115,0.00002278716,4.146192e-7,0.006015023,0.0002664344,0.01116715,0.02504951,0.001289118,0.0006409967],"study_design_scores_gemma":[0.0001585179,0.00005471911,0.9891378,0.00001563578,0.000005151364,1.78683e-7,0.009137042,0.00004306853,0.0001519159,0.001233754,0.00001296038,0.00004930449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975507,0.00004747467,0.000005651046,0.0002265917,0.000247382,0.000131687,8.63341e-7,0.00001258405,0.001777109],"genre_scores_gemma":[0.9996905,0.00002182207,0.0001127196,0.0000877873,0.00004815136,0.000009065615,0.000001204382,0.000003142303,0.00002562522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03374932,"threshold_uncertainty_score":0.9984213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1903875840","doi":"10.3968/j.sss.1923018420120304.526","title":"Exploration of Architectural Context from Aesthetics View","year":2012,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Contextualism; Architecture; Context (archaeology); History of architecture; Sociology; Aesthetics; Epistemology; Architectural engineering; History; Engineering; Art; Philosophy; Archaeology; Linguistics","authors":[{"name":"Li Miao","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1572904951924236,"gpt":0.3981669921256781,"spread":0.2408764969332546,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005815623,0.00006293646,0.0002121242,0.00007291492,0.00006044247,0.000002686614,0.0005471829,0.00002347554,0.000001042356],"category_scores_gemma":[0.0003277492,0.00004785632,0.00002636186,0.0002743024,0.01632821,0.0007964416,0.0003482684,0.00006086246,0.000007210774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002317086,"about_ca_system_score_gemma":0.00004042963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001038876,"about_ca_topic_score_gemma":0.000004965967,"domain_scores_codex":[0.9991746,0.00004717259,0.0002200494,0.0001553439,0.0001764152,0.0002264012],"domain_scores_gemma":[0.9993188,0.0002594688,0.0001074844,0.0001734522,0.000104354,0.00003641799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008342701,0.0001807497,0.02061909,0.00003588405,0.00002194545,0.00000122834,0.6770055,0.00002166019,0.004541549,0.1743972,0.0001107574,0.123056],"study_design_scores_gemma":[0.001581919,0.001906495,0.1001956,0.0005556087,0.0000254329,0.00001833634,0.284975,0.001792916,0.07527602,0.5303081,0.002496282,0.0008682976],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924219,0.002892209,0.002716486,0.0005268261,0.0008758715,0.00006638101,0.000001309005,0.00001113819,0.0004879233],"genre_scores_gemma":[0.9961523,0.0001296322,0.003549356,0.0001272729,0.00002519823,0.000006887043,2.393438e-7,0.00000120532,0.000007953209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3920305,"threshold_uncertainty_score":0.9863488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1889824651","doi":"10.3968/4713","title":"“Surfing Alone”: The Relationships among Internet Communities, Public Opinion, Anomie, and Civic Participation","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Social capital; Civic engagement; Anomie; Phenomenon; Politics; Sociology; Public opinion; The Internet; Government (linguistics); Face (sociological concept); Power (physics); Social psychology; Public relations; Political science; Media studies; Social science; Psychology; Law","authors":[{"name":"Frank Louis Rusciano","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2522772902330456,"gpt":0.4212031076813613,"spread":0.1689258174483156,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004281895,0.00005742547,0.0001573971,0.00007784262,0.00149964,0.00001429595,0.0003460937,0.00007266812,0.000005627919],"category_scores_gemma":[0.006038676,0.0000452854,0.00001675958,0.0003340635,0.08182269,0.0002235399,0.0001665347,0.0002223691,0.000001826638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009230062,"about_ca_system_score_gemma":0.0001299548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001991384,"about_ca_topic_score_gemma":0.007672034,"domain_scores_codex":[0.9982128,0.0009749422,0.0002075027,0.0001078504,0.0001851629,0.0003117523],"domain_scores_gemma":[0.9963301,0.003197254,0.0001238493,0.0001209346,0.0001783426,0.00004951572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[5.025001e-7,0.000004301349,0.4519813,0.000003366585,0.000004015715,2.357193e-8,0.454797,0.000001418374,0.000002333495,0.09292448,0.0001104682,0.0001707847],"study_design_scores_gemma":[0.00008696275,0.00002375816,0.2770523,0.00002280085,0.000004117634,1.179925e-7,0.6931961,0.0001123673,0.000007710747,0.0278267,0.001615816,0.00005117103],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912639,0.0006399509,0.00002556854,0.003881404,0.0008710849,0.0001098737,8.794482e-7,0.00001463879,0.003192664],"genre_scores_gemma":[0.999013,0.0005479936,0.00007368357,0.0001799447,0.0001189633,0.0000246292,8.018976e-7,0.000002285446,0.00003870393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383991,"threshold_uncertainty_score":0.9998003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1594836637","doi":"10.3968/5461","title":"Examining the Trends of Islamophobia: Western Public Attitudes Since 9/11","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Social Science and Policy Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Islamophobia; Xenophobia; Islam; Public opinion; Racism; Political science; Theme (computing); Media studies; Sociology; Law; History; Politics","authors":[{"name":"Basem Al Atom","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3205188552123566,"gpt":0.5147342827555615,"spread":0.194215427543205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01046892,0.00008864468,0.0003105298,0.0002317867,0.001357066,0.00001494574,0.001502856,0.00008867617,0.00001744411],"category_scores_gemma":[0.004770574,0.00006158021,0.00004922491,0.002023704,0.154818,0.0003191835,0.000402445,0.0001763611,0.000005082888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001238128,"about_ca_system_score_gemma":0.0004287772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576745,"about_ca_topic_score_gemma":0.007109201,"domain_scores_codex":[0.9974084,0.0005681982,0.0003044257,0.0003039197,0.0007345972,0.000680471],"domain_scores_gemma":[0.9973587,0.001811323,0.0001966718,0.0002373016,0.0003304566,0.00006559667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002916932,0.00003809782,0.4444592,0.00001286812,0.000011153,4.679244e-7,0.460588,0.00000424088,0.0007141853,0.08867564,0.0003865901,0.00510659],"study_design_scores_gemma":[0.000233888,0.000187915,0.4045212,0.00004654456,0.000006649052,6.40851e-7,0.578987,0.00001286588,0.0002410121,0.01029507,0.005308384,0.0001588364],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.969619,0.0004309471,0.000004169799,0.008169539,0.0004091008,0.0000815494,0.000001452318,0.00001306997,0.02127114],"genre_scores_gemma":[0.9986207,0.0004504099,0.00006470634,0.0001780944,0.0001611807,0.00001477721,1.203586e-7,0.000002771503,0.0005072568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1534609,"threshold_uncertainty_score":0.999943,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1942722974","doi":"10.3968/j.sss.1923018420140501.4006","title":"Take Measures: Knowledge Poverty Alleviation for Contiguous Poor Areas―A Case Study of the Wuling Mountain Area","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Poverty; Politics; Consolidation (business); Harmony (color); Economic growth; Government (linguistics); Political science; Development economics; Business; Economics","authors":[{"name":"Zhizhang Wamg","is_ca":false},{"name":"Zili Liu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1024348729230841,"gpt":0.4270829518041754,"spread":0.3246480788810913,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003380628,0.00008249947,0.0002574006,0.00006614007,0.00112967,0.000004542501,0.0004474285,0.00006131026,0.000001599307],"category_scores_gemma":[0.003998622,0.00004850206,0.0000594445,0.0003994981,0.01635886,0.00009637678,0.0001276879,0.00008110842,4.642855e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000231611,"about_ca_system_score_gemma":0.0003595804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932165,"about_ca_topic_score_gemma":0.0110739,"domain_scores_codex":[0.9987078,0.0001925406,0.0003020659,0.0002107011,0.0002904705,0.0002963736],"domain_scores_gemma":[0.9984024,0.000501433,0.0002384195,0.0001466832,0.0006737562,0.00003728547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001562574,0.0003819646,0.02824042,0.00003168068,0.00005231673,7.648072e-7,0.9454898,0.0002104793,0.0002011653,0.02300437,0.000945588,0.001425854],"study_design_scores_gemma":[0.0003806673,0.0001647229,0.01129666,0.0000274052,0.00001606834,0.000003783935,0.978734,0.0001388227,0.00002750646,0.007485303,0.001652796,0.00007226948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943072,0.0006968594,0.00002648687,0.001609836,0.0009730984,0.000532501,0.000005034161,0.000006945963,0.00184199],"genre_scores_gemma":[0.9993559,0.00007565513,0.00005591436,0.000193852,0.00009628796,0.00004098964,2.131837e-7,0.000002488892,0.0001787025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03324423,"threshold_uncertainty_score":0.9863181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2550703207","doi":"","title":"Study on the Value and Application of Traditional Culture in Ideological and Political Education for College Students","year":2016,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Ideological and Political Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Ideology; Morality; China; Value (mathematics); Political education; Quality (philosophy); Politics; Sociology; Pedagogy; Political science; Social science; Public relations; Law; Epistemology","authors":[{"name":"Sheng Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1217013571112364,"gpt":0.4734699286802943,"spread":0.3517685715690579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001857282,0.00004935806,0.0001485505,0.00005141525,0.0002542241,0.000001776392,0.0001864085,0.00005967153,0.000002313164],"category_scores_gemma":[0.003256464,0.00002508057,0.00001279738,0.0001674702,0.0310189,0.00005725363,0.00005766063,0.00005765046,3.382831e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009488223,"about_ca_system_score_gemma":0.0001504549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009734678,"about_ca_topic_score_gemma":0.0000687144,"domain_scores_codex":[0.999019,0.0002106776,0.0001856104,0.0001933652,0.0001893437,0.000202001],"domain_scores_gemma":[0.9977477,0.001973378,0.00005594813,0.00005501782,0.0001287992,0.0000391289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001007356,0.0002806844,0.1291268,0.000004082074,0.000002882335,4.623423e-8,0.02953489,9.572739e-8,0.00009145903,0.8407282,0.00004326182,0.0001775645],"study_design_scores_gemma":[0.0001560583,0.0002349804,0.4459795,0.0000132429,0.000002991112,2.11078e-7,0.1910694,9.921499e-7,0.00002291096,0.3624573,0.00003664869,0.00002578461],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853404,0.0001220395,0.0000129273,0.01286952,0.0001215458,0.0005190357,0.000008554653,0.000002686779,0.001003348],"genre_scores_gemma":[0.9992802,0.00004860008,0.00009159627,0.0003245198,0.00005377928,0.0001580887,2.344451e-7,7.979813e-7,0.00004216524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4782709,"threshold_uncertainty_score":0.9716181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1928235733","doi":"10.3968/j.sss.1923018420100102.004","title":"Gap in Techno-Scientific Activity: The Iberoamerican Context","year":2010,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Aside; Poverty; Context (archaeology); Politics; Political science; Scientific development; Sociology; Geography; Development (topology); Law","authors":[{"name":"Juan R. Coca","is_ca":false},{"name":"Jesús A. Valero Matas","is_ca":false},{"name":"Francesca Randazzo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1426521193378998,"gpt":0.4636484910908926,"spread":0.3209963717529928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00644614,0.00005630443,0.0001559416,0.0001597956,0.0012764,0.0000110117,0.001038568,0.00006279071,0.00001799588],"category_scores_gemma":[0.003589066,0.00004185619,0.00002104115,0.001175764,0.152544,0.0001929369,0.0001721664,0.0003330662,0.000006584523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110585,"about_ca_system_score_gemma":0.0006542386,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881854,"about_ca_topic_score_gemma":0.02463189,"domain_scores_codex":[0.9988122,0.0002165578,0.0001676124,0.0002262066,0.0002656365,0.000311802],"domain_scores_gemma":[0.9984278,0.0008165712,0.0001362382,0.0003835149,0.0002039838,0.00003191345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002535578,0.00005973203,0.03162047,0.00000400033,0.000003103464,1.319921e-7,0.9204346,0.000001368924,0.004824884,0.02982668,0.0003702648,0.01285221],"study_design_scores_gemma":[0.00008617757,0.00001851523,0.04127989,0.00001359376,0.000002345186,3.114637e-7,0.92527,0.00001651088,0.0004591783,0.02830421,0.004478589,0.00007073499],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807742,0.0005815768,0.000003591458,0.009868451,0.001950334,0.0001672736,5.789214e-7,0.00001258051,0.00664143],"genre_scores_gemma":[0.9987893,0.0005479344,0.0002282996,0.0001015065,0.00005515614,0.00004285841,2.043941e-7,0.000001707466,0.0002330815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1512676,"threshold_uncertainty_score":0.993166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1838727068","doi":"10.3968/6398","title":"Oil Pollutiona and Its Impact on Water Quality in Ibeno Community","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Water quality; BTEX; Turbidity; Environmental chemistry; Benzene; Chemistry; Pollution; Petroleum; Toluene; Animal science; Environmental science; Environmental engineering; Xylene; Biology; Ecology","authors":[{"name":"Nikereuwem Stephen Ekpenyong","is_ca":false},{"name":"Udeme Sunday Udofia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.210821899188034,"gpt":0.4670370042041747,"spread":0.2562151050161407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005871614,0.00008955307,0.0002155548,0.00006265075,0.000231245,0.000002445587,0.0002704782,0.00004981835,0.00003730721],"category_scores_gemma":[0.0002790835,0.0000576296,0.00002007098,0.000183604,0.01928549,0.0001776662,0.0005244288,0.000230959,0.00004485181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005199947,"about_ca_system_score_gemma":0.00003747715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145091,"about_ca_topic_score_gemma":0.0003744309,"domain_scores_codex":[0.99839,0.0006312017,0.0002506982,0.0001864991,0.0002473636,0.0002942454],"domain_scores_gemma":[0.9995413,0.0001640192,0.00005743684,0.0001534903,0.00001863112,0.00006514997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001689637,0.0005360066,0.3574859,0.00004524703,0.00002326144,0.000004338886,0.6136018,0.003567846,0.01837336,0.004225467,0.0006041532,0.00136362],"study_design_scores_gemma":[0.0007261615,0.0003137201,0.9093048,0.00002587099,0.000002293468,0.000002486827,0.07682405,0.0001012011,0.002153889,0.01025697,0.0001268328,0.0001617292],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945236,0.0001399772,8.66401e-7,0.001623103,0.0001373432,0.00003503349,0.000009430578,0.000006256012,0.003524326],"genre_scores_gemma":[0.9993975,0.00005632929,0.00005558153,0.0003043483,0.000006615427,0.000006487733,8.935615e-7,0.000001514774,0.00017079],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5518189,"threshold_uncertainty_score":0.9833835,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2121571092","doi":"10.3968/j.sss.1923018420110202.2046","title":"Tracing the 'Messy' History of Forensic DNA Analysis in Canada","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Historical and Scientific Studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"York University","funders":"","keywords":"Sexual assault; Forensic science; Criminology; Law; Political science; Sociology; History; Poison control; Human factors and ergonomics; Archaeology; Medicine","authors":[{"name":"Andrea Quinlan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1248852658038542,"gpt":0.3065709149202072,"spread":0.181685649116353,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001023752,0.00006117749,0.0004463772,0.0001956682,0.00007962899,1.107596e-7,0.0001947345,0.00002071779,0.00001946524],"category_scores_gemma":[0.0006119805,0.00003695734,0.00005411342,0.0009003477,0.02789216,0.00002597788,0.00009355925,0.0001090329,3.628878e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001433732,"about_ca_system_score_gemma":0.0009027378,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1794111,"about_ca_topic_score_gemma":0.4971755,"domain_scores_codex":[0.9990041,0.00003959067,0.0003043193,0.0002066617,0.0002351062,0.0002102268],"domain_scores_gemma":[0.9993137,0.0002168341,0.0001145288,0.0001748975,0.0001562122,0.00002381143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003357886,0.00006731904,0.4837934,0.00006331485,0.0002480763,0.00002297131,0.5083387,0.00001896816,0.001215825,0.0006015761,0.004587689,0.001008562],"study_design_scores_gemma":[0.0002884735,0.00008815368,0.7602327,0.00004436683,0.0001629383,0.000001821869,0.2372347,0.0001068914,0.0007089283,0.0007023108,0.000346546,0.00008220912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850459,0.007156764,0.000003839744,0.0002416866,0.0008441503,0.00006567855,0.000001265199,0.00000195095,0.006638824],"genre_scores_gemma":[0.9991414,0.0001239466,0.000157963,0.00009402868,0.00000818883,0.000006289856,1.178973e-7,0.000001142053,0.0004669317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177644,"threshold_uncertainty_score":0.9747534,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1529639435","doi":"10.3968/j.sss.1923018420110202.z578","title":"The Management of Current Traffic Congestion Status During the Urbanization Development in Guiyang","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Urbanization; Traffic congestion; Sustainable development; China; Business; Transport engineering; Contradiction; Demand management; Geography; Economic growth; Economics; Political science; Engineering","authors":[{"name":"Huan Yang","is_ca":false},{"name":"AN He-ping","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1352152386852665,"gpt":0.3983698585456311,"spread":0.2631546198603646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003888914,0.0000625633,0.000103729,0.00004108858,0.000302702,0.000001371405,0.0003874747,0.00002643276,0.00002694961],"category_scores_gemma":[0.0002764318,0.00003885959,0.00001212709,0.0004325692,0.01435482,0.00007342961,0.0003864664,0.0001099869,0.000004341057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002857068,"about_ca_system_score_gemma":0.00002857465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001394887,"about_ca_topic_score_gemma":0.000107519,"domain_scores_codex":[0.998764,0.0001746517,0.0003426694,0.0001917166,0.0002968883,0.0002300599],"domain_scores_gemma":[0.9994357,0.0001921462,0.0001641781,0.0001616391,0.00003344747,0.00001284785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00003784468,0.0001529259,0.372731,0.00009983357,0.00004017039,0.000002348267,0.5495338,0.01339568,0.001148049,0.01032938,0.00005900415,0.05247],"study_design_scores_gemma":[0.0001843716,0.00002420409,0.9581454,0.00004346284,0.000005163308,4.733243e-7,0.03758505,0.0001869668,0.00100816,0.002669524,0.00009060872,0.000056544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970804,0.0009159236,0.0001152018,0.00006255299,0.0003515383,0.0002278072,2.169324e-7,0.000004636579,0.001241729],"genre_scores_gemma":[0.9912593,0.0009012019,0.007756144,0.000008327134,0.000003190288,0.00003596281,1.195698e-7,0.000001969339,0.0000337614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5854145,"threshold_uncertainty_score":0.9883276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1496554396","doi":"10.3968/5268","title":"The Research of Urbanization, Industrialization and Agricultural Modernization's Effect on Food Security","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Urbanization; Industrialisation; Food security; Modernization theory; Agriculture; China; Food industry; Economic growth; Business; Agricultural economics; Economics; Economic system; Political science; Geography; Market economy","authors":[{"name":"Jie Li","is_ca":false},{"name":"Hui Zeng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07260503364490227,"gpt":0.3489296220068898,"spread":0.2763245883619875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002511861,0.00007840191,0.0001786808,0.00002262272,0.0009449042,0.000008098515,0.0003355248,0.00008100797,0.000001335451],"category_scores_gemma":[0.002879258,0.00002086629,0.00002034664,0.001001962,0.01700091,0.00009649483,0.0001791688,0.0001528449,7.244684e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003241621,"about_ca_system_score_gemma":0.00001067904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001778187,"about_ca_topic_score_gemma":0.00007919029,"domain_scores_codex":[0.9985588,0.0004052971,0.0002172979,0.0002438464,0.0003417341,0.0002330083],"domain_scores_gemma":[0.9973277,0.001940221,0.0001275676,0.00004741745,0.000527351,0.00002969658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002365632,0.000249012,0.4395181,0.0001094202,0.0000730649,5.685326e-7,0.06526908,0.001339359,0.1945416,0.2624178,0.002860663,0.0333847],"study_design_scores_gemma":[0.0003539382,0.004170167,0.8944503,0.0001077212,0.000008753375,0.0000025537,0.05489185,0.0002775792,0.0173851,0.0277924,0.0003769765,0.0001826521],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979862,0.0006518644,0.000001293402,0.0006773163,0.0001409509,0.0002076758,0.000002442202,0.000007419649,0.0003248199],"genre_scores_gemma":[0.9993739,0.0004850194,0.00000685158,0.00001309392,0.00008047204,0.00001044159,0.000002142741,2.711146e-7,0.00002787763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4549322,"threshold_uncertainty_score":0.9856743,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1849843130","doi":"10.3968/j.sss.1923018420110201.003","title":"Error Analysis of Sampling Frame in Sample Survey","year":2011,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Evaluation Methods in Various Fields","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Sampling frame; Sampling (signal processing); Frame (networking); Sample (material); Computer science; Simple random sample; Statistics; Range (aeronautics); Sampling error; Systematic sampling; Survey sampling; Sampling design; Stratified sampling; Observational error; Mathematics; Telecommunications; Engineering","authors":[{"name":"Zhengdong Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4663186263864055,"gpt":0.5048576249364475,"spread":0.03853899855004195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01017869,0.00007725585,0.000400703,0.0002817819,0.00008311521,6.283016e-7,0.0005130694,0.00009006161,0.0004588525],"category_scores_gemma":[0.007073997,0.00006956622,0.00004231749,0.002153588,0.02989423,0.0001021768,0.0004254876,0.0001668398,0.00000442169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001403297,"about_ca_system_score_gemma":0.00003252448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813947,"about_ca_topic_score_gemma":0.005161257,"domain_scores_codex":[0.9982779,0.0004086319,0.0004400472,0.0003315497,0.000286386,0.0002554836],"domain_scores_gemma":[0.9975064,0.001964358,0.0002026019,0.0002566678,0.00004683696,0.00002317718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006983204,0.00003750632,0.9220267,0.000003181732,0.00003169805,2.298871e-7,0.07383855,0.002412205,0.001032686,0.0003546375,0.000007312093,0.0002483206],"study_design_scores_gemma":[0.00008460758,0.00004879565,0.9705942,0.000005578317,0.00002520098,9.113117e-8,0.01535275,0.0009672402,0.0003694682,0.0124847,0.000002579898,0.00006478164],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956963,0.0001201681,0.002453235,0.00002463592,0.0001619724,0.00008302378,0.00001041305,0.000004332559,0.001445899],"genre_scores_gemma":[0.91167,0.00006715273,0.08818337,0.00005941845,0.000002053434,0.000007449859,8.707105e-7,0.000001992199,0.000007692033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08573013,"threshold_uncertainty_score":0.9727458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1496719444","doi":"10.3968/j.sss.1923018420130404.2847","title":"Teachers' Code-Switching in the ESP Classroom in China","year":2013,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Code-switching; Sociolinguistics; Class (philosophy); Mathematics education; China; Code (set theory); Field (mathematics); Pedagogy; Computer science; Psychology; Sociology; Linguistics; Political science; Programming language; Mathematics","authors":[{"name":"Shujing Wu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1254853322859877,"gpt":0.5219589974994979,"spread":0.3964736652135102,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004775693,0.000065255,0.0001719634,0.0001757126,0.0003773731,0.000009002027,0.0006530054,0.00006826639,0.00003360605],"category_scores_gemma":[0.00318632,0.00004669706,0.00002165827,0.0007179661,0.02010113,0.0001936322,0.00008611407,0.000299764,0.00001387109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001790527,"about_ca_system_score_gemma":0.0003673992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01022396,"about_ca_topic_score_gemma":0.0094677,"domain_scores_codex":[0.9985424,0.0004140963,0.0002505136,0.0001987622,0.000216081,0.0003781395],"domain_scores_gemma":[0.9991026,0.0005952333,0.00008695166,0.0001256698,0.00006123307,0.00002833419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[7.645188e-7,0.00003615706,0.087757,0.000002957313,0.000001252493,3.561074e-7,0.8982804,0.00001093123,0.00009007903,0.0107894,0.0002218811,0.002808811],"study_design_scores_gemma":[0.0001119074,0.00001213017,0.2702673,0.00001635669,6.096153e-7,1.657472e-7,0.7160384,0.0000374993,0.000006160742,0.01255835,0.0009040074,0.00004708808],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638298,0.0005283308,0.00000136869,0.01196093,0.0004059511,0.0002142634,3.533884e-7,0.000006731884,0.02305228],"genre_scores_gemma":[0.9984896,0.0003137594,0.0001761929,0.0006807424,0.0000706326,0.00003621353,9.828404e-8,0.000001661572,0.0002311308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1825103,"threshold_uncertainty_score":0.996367,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564790565","doi":"","title":"A Psychological Appraisal of Pre-Retirement Anxiety Among Some Selected Workers in Lagos Metropolis","year":2016,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Emotional Intelligence and Performance","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Anxiety; Psychology; Emotional intelligence; Clinical psychology; Self-efficacy; Scale (ratio); Test (biology); Developmental psychology; Social psychology; Psychiatry","authors":[{"name":"Odunayo T. Arogundade","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09826197230028479,"gpt":0.4664191054291345,"spread":0.3681571331288497,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001425612,0.0001244589,0.0003606792,0.0002409791,0.00007758065,8.765388e-7,0.0005000978,0.0001418846,0.0001526486],"category_scores_gemma":[0.0006834316,0.0000808295,0.00005054277,0.0008452653,0.04091101,0.0001674284,0.0001370768,0.0001872333,0.00001658072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001092862,"about_ca_system_score_gemma":0.00005297472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001506722,"about_ca_topic_score_gemma":0.00008561777,"domain_scores_codex":[0.998215,0.0001603249,0.0004956045,0.0004352387,0.0002331923,0.0004606895],"domain_scores_gemma":[0.9988034,0.0005325725,0.0001979007,0.0002317834,0.0001983389,0.00003594666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001121298,0.0002017903,0.9607696,0.00001365628,0.00003550123,0.000002168774,0.0251313,0.0000113669,0.003592028,0.00808142,0.0006560286,0.001393012],"study_design_scores_gemma":[0.0003841338,0.0003503936,0.9649739,0.00008953259,0.000004285522,0.000002078463,0.0297837,0.000008643581,0.001348589,0.002927606,0.00002634599,0.0001008564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995903,0.0009682731,0.00003633124,0.0004365222,0.0008674783,0.0001632084,0.000006370262,0.00001242505,0.001606454],"genre_scores_gemma":[0.9987545,0.0006803848,0.0002529553,0.00007145464,0.00004771423,0.00005072302,4.584415e-7,0.000003877224,0.0001379141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04083343,"threshold_uncertainty_score":0.9616991,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2128196531","doi":"","title":"Research on Application of Multimedia Technology to Piano Teaching in Universities and Colleges","year":2015,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Piano; Field (mathematics); Multimedia; Mathematics education; Computer science; Psychology; Management","authors":[{"name":"Lang Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3066461198385825,"gpt":0.4317123390311092,"spread":0.1250662191925268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001871785,0.00005641139,0.0002281038,0.0005778093,0.0002886553,0.000003654499,0.0002491089,0.00004007804,0.000003374356],"category_scores_gemma":[0.0006317027,0.00004472747,0.00000814414,0.0002326786,0.05863477,0.00006939313,0.0005405936,0.0001783225,0.000003917744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001828388,"about_ca_system_score_gemma":0.00005241731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001948611,"about_ca_topic_score_gemma":0.0004722806,"domain_scores_codex":[0.9991659,0.00008428295,0.0001437527,0.0002089984,0.0001833259,0.000213737],"domain_scores_gemma":[0.9991289,0.0004824553,0.00004851299,0.00008324577,0.0002340139,0.00002290797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002733232,0.00005620542,0.004819921,0.0000122498,0.000008004903,0.000001924054,0.4060923,0.00002858106,0.0001926868,0.5875279,0.0004222696,0.0008106437],"study_design_scores_gemma":[0.0002409895,0.0004308278,0.002424113,0.00003033932,0.00000157899,1.410816e-7,0.9813341,0.00002142628,0.00007683846,0.0116606,0.003732862,0.00004617484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733515,0.0003977112,9.39924e-7,0.00179238,0.0001289347,0.0001712803,0.000004899063,0.000009136948,0.02414324],"genre_scores_gemma":[0.9993725,0.00004008915,0.0002791249,0.00005471142,0.00001899786,0.00002094635,1.245177e-7,0.00000138911,0.000212142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5758672,"threshold_uncertainty_score":0.9439271,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1864607228","doi":"10.3968/4841","title":"Resisting Dominant Discourses of Femininity in a Working-Class Junior School","year":2014,"lang":"en","type":"article","venue":"Studies in sociology of science","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Femininity; Gender studies; Class (philosophy); Situated; Sociology; Psychology; Epistemology; Computer science","authors":[{"name":"Jon Swain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09665810089405995,"gpt":0.4151113973858714,"spread":0.3184532964918114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005604959,0.00009229837,0.0004402108,0.0002116178,0.0007946171,0.000005450079,0.0005434698,0.0000665132,0.000003058906],"category_scores_gemma":[0.008141252,0.00008022763,0.00004754099,0.0007286965,0.03567032,0.0001339666,0.0003946101,0.0001682129,0.000002168403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000153315,"about_ca_system_score_gemma":0.0002436303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144203,"about_ca_topic_score_gemma":0.009806122,"domain_scores_codex":[0.9982141,0.0002815299,0.0003969533,0.0003031426,0.0003506411,0.0004536579],"domain_scores_gemma":[0.9988785,0.0004816795,0.0002483565,0.0001574476,0.0001906687,0.00004336558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001715497,0.00007962397,0.6362402,0.00005028391,0.0000204176,0.000001770383,0.3421973,0.0000274885,0.0006299283,0.01909861,0.0007256226,0.0009115417],"study_design_scores_gemma":[0.0002533538,0.0000561807,0.2199592,0.0001511947,0.000007208776,1.599744e-7,0.76683,0.00001242974,0.0001189548,0.01216212,0.0003600158,0.00008922203],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854948,0.001473816,0.000006865203,0.003882624,0.0005787479,0.0001242546,9.212882e-7,0.000006739607,0.008431254],"genre_scores_gemma":[0.9982926,0.001011014,0.0003772719,0.00004367435,0.00007036554,0.00001315364,7.162954e-8,0.000002564958,0.0001893254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4246327,"threshold_uncertainty_score":0.9746427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}