{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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"},"query_hash":"64c554ac5243","filters":{"venue":"Sage eBooks"}},"results":[{"id":"W139625519","doi":"","title":"From colonization to globalization: Continuities in colonial ‘commonsense’","year":2009,"lang":"en","type":"book-chapter","venue":"Sage eBooks","topic":"Cultural Differences and Values","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Oppression; Colonialism; Capitalism; Ideology; Globalization; Indigenous; Context (archaeology); Politics; Political science; Poverty; Political economy; Environmental ethics; Sociology; History; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04849685074702417,"gpt":0.3207998132163691,"spread":0.2723029624693449,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007000429,0.0003292575,0.0004634943,0.0001170059,0.00006694155,0.00008168353,0.0002168693,0.0004873039,0.002937985],"category_scores_gemma":[0.00001536871,0.0003174094,0.000101253,0.0000241514,0.00007213222,0.00002086917,0.00005939777,0.0002402094,0.00047953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001103021,"about_ca_system_score_gemma":0.00003901953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00145164,"about_ca_topic_score_gemma":0.006478037,"domain_scores_codex":[0.9986045,0.00006073098,0.0004215827,0.0004540675,0.0002003457,0.0002587599],"domain_scores_gemma":[0.9992819,0.00006885671,0.0001674524,0.000320466,0.00007045842,0.00009085626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000817569,0.00008687352,0.001680801,0.00003022401,0.0002868789,0.0005836979,0.04777076,0.000009315664,0.0002009254,0.6033978,0.07768331,0.2674519],"study_design_scores_gemma":[0.001525042,0.0004988935,0.04694326,0.0008506924,0.0001349083,0.00001694661,0.0005414186,0.000008982414,0.00004656816,0.1372261,0.8111001,0.001107132],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04406691,0.0005434726,0.00005980265,0.0003970376,0.001226636,0.0007385411,0.0003921477,0.0001220975,0.9524534],"genre_scores_gemma":[0.1772627,0.0000113602,0.00008158662,0.0009507515,0.0007456925,0.00002278804,0.0002626783,0.00003620823,0.8206262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7334168,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W643475529","doi":"","title":"Thinking and knowing about the environment and nature","year":2006,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychology; Epistemology; Environmental ethics; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01227752935451262,"gpt":0.2316011475982115,"spread":0.2193236182436989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003793414,0.0002192436,0.000224698,0.00001333585,0.002024868,0.0001490522,0.0002061637,0.0004464823,0.0001129816],"category_scores_gemma":[0.00001444069,0.00013677,0.00006828294,0.000006773324,0.001141279,0.00003618725,0.0002707231,0.0005940878,0.00001538179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001648595,"about_ca_system_score_gemma":0.00002035901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008112404,"about_ca_topic_score_gemma":0.0006488786,"domain_scores_codex":[0.9987859,0.00009078969,0.0001509992,0.0003260807,0.0003684865,0.0002777652],"domain_scores_gemma":[0.9995736,0.0001451855,0.0001025823,0.0001192407,0.000003302701,0.00005604762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002910938,0.00010442,0.009533856,0.0002303679,0.0009700067,0.0002475638,0.1724775,0.000005501055,0.0002648041,0.1929489,0.1743251,0.4488629],"study_design_scores_gemma":[0.00009058361,0.00002224371,0.00784107,0.00006514929,0.00006538985,0.00000118181,0.002161229,1.984645e-7,0.000004887122,0.01933588,0.9701997,0.0002125096],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003697841,0.01811751,0.000001875746,0.0004272221,0.0001389588,0.0004166871,0.00001168312,0.00004010839,0.9771481],"genre_scores_gemma":[0.02729737,0.003199575,0.00006125914,0.0007480755,0.000472849,0.00002844812,0.000007951977,0.00001635872,0.9681681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7958745,"threshold_uncertainty_score":0.9992744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W570425650","doi":"","title":"Politics of technology","year":2008,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Technological determinism; Ideology; History of technology; Politics; Sociology; Social technology; Philosophy of technology; Technological change; Technology and society; Humanities; Social science; Philosophy; Law; Political science; Epistemology; History; Philosophy of science; Social philosophy; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.03144216465437328,"gpt":0.3104666015523982,"spread":0.279024436898025,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204719,0.00009141989,0.0001864987,0.0002094263,0.0003380936,0.000007176347,0.0005188294,0.0004334868,0.0001002324],"category_scores_gemma":[0.0001669096,0.0001016771,0.00005983598,0.00004249817,0.0009093544,0.00001665191,0.00004863217,0.0002495917,0.0000532264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001736653,"about_ca_system_score_gemma":0.00251763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003896781,"about_ca_topic_score_gemma":0.0005629981,"domain_scores_codex":[0.9991699,0.00006618955,0.0002161843,0.0001181631,0.0002320758,0.0001974833],"domain_scores_gemma":[0.9989838,0.000108818,0.0001949041,0.000515774,0.0001319994,0.00006469542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001190029,0.00002444974,0.0001183513,0.00005248533,0.0000295209,0.000001811881,0.06585847,4.493835e-8,0.00001122728,0.8368834,0.0416328,0.05538625],"study_design_scores_gemma":[0.00003810121,0.00001176585,0.00001716804,0.00008471574,0.00001478685,8.67867e-7,0.001692066,1.399833e-7,0.00005558382,0.12375,0.8742471,0.00008765503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003624637,0.001355996,0.00002450091,0.000432571,0.0004931458,0.0001790711,0.000009591282,0.0000709982,0.9970717],"genre_scores_gemma":[0.00851412,0.001273478,0.0005072446,0.00006453175,0.0005911234,0.00001427695,0.00002434289,0.00001574247,0.9889951],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8326143,"threshold_uncertainty_score":0.4466168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W636844428","doi":"","title":"Theorizing technological change","year":2008,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Technological determinism; Ideology; History of technology; Technological change; Social technology; Sociology; Technology and society; Social science; Politics; Law; Political science; History; Social philosophy; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.1155820760373858,"gpt":0.3324583627399976,"spread":0.2168762867026119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007056982,0.0001519596,0.0001983815,0.0001245073,0.0007994861,0.00003960435,0.0007120161,0.000587396,0.0002376411],"category_scores_gemma":[0.000220529,0.000145343,0.00008828293,0.0000429432,0.0008996828,0.0000508157,0.00008949788,0.0004865305,0.0002510294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002602577,"about_ca_system_score_gemma":0.0007360871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002394315,"about_ca_topic_score_gemma":0.0005937824,"domain_scores_codex":[0.9987604,0.000194434,0.0001861806,0.0002255124,0.0003424488,0.0002909972],"domain_scores_gemma":[0.9989094,0.0002216711,0.0001539647,0.0005530985,0.00006230655,0.00009960811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000027986,0.00002010742,0.00003823607,0.00002010893,0.00001723388,0.000006671884,0.08277527,5.916114e-9,0.000004853628,0.4749094,0.01601729,0.426188],"study_design_scores_gemma":[0.00003999564,0.00001076237,0.00003423935,0.0001110067,0.0000125455,0.000001326849,0.001726411,2.587167e-7,0.000007883925,0.0776804,0.9202098,0.00016541],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00009628281,0.00207363,0.00005117676,0.0006623011,0.0006864518,0.000439228,0.000005482288,0.0002915184,0.9956939],"genre_scores_gemma":[0.01150825,0.003654665,0.0003324487,0.0003147479,0.002175338,0.00014691,0.00004282983,0.00002500881,0.9817998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9041924,"threshold_uncertainty_score":0.6149082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2977346213","doi":"","title":"Derivative and foreign exchange markets","year":2004,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Derivative (finance); Foreign exchange; Business; Monetary economics; Economics; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.01492705049745023,"gpt":0.1886576021149782,"spread":0.173730551617528,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001387133,0.000364517,0.0003479745,0.0001361753,0.0001370128,0.0001639249,0.0002032414,0.0002192746,0.0002795458],"category_scores_gemma":[0.00002065172,0.0003589327,0.00008861148,0.00004363486,0.0001246367,0.0002810933,0.0002208826,0.0002672942,0.0001768603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368347,"about_ca_system_score_gemma":0.0002000432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008843774,"about_ca_topic_score_gemma":0.0001482963,"domain_scores_codex":[0.9988172,0.000003617301,0.0002203748,0.0004308554,0.0002329631,0.000294982],"domain_scores_gemma":[0.9991502,0.000023302,0.0004573581,0.0002845314,0.00007227345,0.00001238775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003128333,0.00005958047,0.002124685,0.005056228,0.0002529386,0.001249582,0.0004694875,0.00000289392,0.00004591311,0.3209787,0.2830259,0.3864213],"study_design_scores_gemma":[0.0005687549,0.000009354618,0.00575385,0.0008074488,0.0000616656,0.000003342002,0.00001033312,0.000008392451,0.000007188012,0.1063098,0.8860295,0.0004303985],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007976478,0.0009142827,0.0003356657,0.00006802299,0.0002325752,0.0004407193,0.00003656494,0.0001013223,0.9970732],"genre_scores_gemma":[0.01527044,0.0000749071,0.00005739688,0.002152252,0.002065126,0.00004407574,0.00005698765,0.00008770034,0.9801911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6030036,"threshold_uncertainty_score":0.9998863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W381310370","doi":"","title":"Forecasting and electoral context","year":2008,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Fiscal Policies and Political Economy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Context (archaeology); Computer science; Political science; Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.0523264072419234,"gpt":0.1996415683310472,"spread":0.1473151610891238,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001161073,0.0003081621,0.0007128167,0.0001575386,0.000144072,0.00007317337,0.0001708425,0.0003490091,0.0002886993],"category_scores_gemma":[0.00004341701,0.0003669705,0.0001837393,0.00001395082,0.0002613958,0.00004944703,0.0001112959,0.0004255367,0.0004804906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001529732,"about_ca_system_score_gemma":0.00008847156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003479985,"about_ca_topic_score_gemma":0.00006805263,"domain_scores_codex":[0.9983996,0.000006376704,0.0006235856,0.0004469126,0.00002467251,0.0004989051],"domain_scores_gemma":[0.9991131,0.00009961246,0.0002940405,0.0002817819,0.00001377045,0.0001976847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007458461,0.00000752224,0.0003129358,0.00009745702,0.00007679696,0.00002799686,0.0002856628,2.403679e-7,2.025598e-7,0.9288198,0.05622584,0.0141381],"study_design_scores_gemma":[0.0002528983,0.00006572751,0.00008265417,0.00005441351,0.000006504886,0.00003075809,0.000005302938,0.0001872452,0.000003387279,0.1560665,0.8428746,0.0003700243],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008108022,0.004657302,0.00006321879,0.0001437647,0.0003151886,0.0002234104,0.0004053662,0.00004489447,0.9933361],"genre_scores_gemma":[0.0422318,0.00008214723,0.00008559624,0.001711737,0.0007583005,0.00001893133,0.00003410426,0.00007838426,0.954999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7866488,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W567149223","doi":"","title":"Social-political models","year":2008,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Politics; Political science; Sociology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.04903977501368379,"gpt":0.3104074267193677,"spread":0.2613676517056839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001805678,0.0001923948,0.0002686843,0.00006988096,0.001078781,0.00006578501,0.000329521,0.0004689714,0.0002681709],"category_scores_gemma":[0.00001715346,0.0001907669,0.0001814982,0.00002191935,0.000645648,0.00005489642,0.00008156532,0.0003644053,0.0000257152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003934953,"about_ca_system_score_gemma":0.001529521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008230479,"about_ca_topic_score_gemma":0.001220591,"domain_scores_codex":[0.9982273,0.00009322397,0.0002105514,0.0002699488,0.0005773447,0.000621656],"domain_scores_gemma":[0.999372,0.00006160869,0.00008299357,0.0001863219,0.00008032134,0.0002167565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001140799,0.000009687747,6.317027e-7,0.000003036175,0.00002644263,0.00002449906,0.003743019,7.880349e-8,6.113732e-7,0.9349627,0.05643282,0.004795364],"study_design_scores_gemma":[0.00008085332,0.000007043933,0.00001250409,0.0000216415,0.00002048833,2.791475e-7,0.0001580363,0.000001269581,0.000001485132,0.306794,0.6927373,0.0001651519],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002889066,0.0001190569,0.00009686033,0.0005037137,0.0003043591,0.0002658098,0.00008466474,0.000136253,0.9984604],"genre_scores_gemma":[0.008004932,0.00005118707,0.00004394723,0.001795397,0.001943608,0.0000175511,0.00002448774,0.00004108626,0.9880778],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6363045,"threshold_uncertainty_score":0.829722,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W226039868","doi":"","title":"Managing the environment","year":2006,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01932238486460078,"gpt":0.2296665582086792,"spread":0.2103441733440785,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003035458,0.0002250164,0.0002203056,0.00001486883,0.001595266,0.0000738048,0.0003924497,0.0002074713,0.001130599],"category_scores_gemma":[0.000006890243,0.000143253,0.0001674127,0.00000852859,0.001073082,0.00002329833,0.0001942137,0.0003062366,0.0005799515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000482876,"about_ca_system_score_gemma":0.00003200653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002134605,"about_ca_topic_score_gemma":0.001153883,"domain_scores_codex":[0.9985725,0.0001099384,0.0001909347,0.0003052503,0.0004456174,0.0003757684],"domain_scores_gemma":[0.9994967,0.00009502169,0.0001348678,0.0002153993,0.000003176823,0.00005486118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008843087,0.00007830293,0.0003488475,0.00004678089,0.0003311003,0.0001437063,0.01791942,0.00002556609,0.00004735116,0.06855232,0.7079132,0.2045846],"study_design_scores_gemma":[0.0000598083,0.00001852467,0.0005098886,0.00002438983,0.00005096729,2.91206e-7,0.001225989,2.161551e-7,0.000004318367,0.02670999,0.9711916,0.0002040158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001153254,0.001525054,0.00001120362,0.00088399,0.0001979457,0.0004572055,0.0000119762,0.0000656906,0.9967316],"genre_scores_gemma":[0.003400708,0.0008183488,0.00002761218,0.0005333559,0.0006085909,0.00006112776,0.00001369037,0.00001863519,0.9945179],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2632785,"threshold_uncertainty_score":0.9997825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W409093540","doi":"","title":"Institutions, processes and policies for the environment","year":2006,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Political science; Environmental planning; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02988570957911895,"gpt":0.2657917229610832,"spread":0.2359060133819642,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002768362,0.0001739048,0.0001486397,0.00005988915,0.001312021,0.000232776,0.0003054338,0.0001178723,0.00002691168],"category_scores_gemma":[0.00001517339,0.0001295119,0.00006162508,0.00001422649,0.001185125,0.0000308206,0.00007239216,0.000122726,0.0000134188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747328,"about_ca_system_score_gemma":0.0004444911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009379768,"about_ca_topic_score_gemma":0.003926103,"domain_scores_codex":[0.9989882,0.00003208693,0.000159653,0.0002348419,0.0003099983,0.0002752815],"domain_scores_gemma":[0.9995234,0.0001370137,0.00007871495,0.0001991929,0.00001496793,0.00004672643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003041843,0.00007008291,0.0001265634,0.001480257,0.0004316361,0.0000144907,0.06759879,0.0001193218,0.000007648224,0.6124271,0.1515135,0.1661803],"study_design_scores_gemma":[0.0001240054,0.00001846498,0.00004441382,0.00006473727,0.0001017458,2.506424e-7,0.0003584998,5.488873e-7,0.00000500376,0.01020789,0.9889191,0.0001552776],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003703962,0.001986668,0.002503219,0.00132613,0.0001143662,0.00167892,0.0001011412,0.00008155031,0.992171],"genre_scores_gemma":[0.003289526,0.0001543907,0.0001192199,0.0002940602,0.0004415285,0.0002487932,0.00002201483,0.00002436897,0.9954061],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8374057,"threshold_uncertainty_score":0.9999881,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W607142973","doi":"","title":"Cognition and the voter calculus","year":2008,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Game Theory and Voting Systems","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Cognition; Calculus (dental); Cognitive science; Computer science; Psychology; Neuroscience; Medicine","retraction":null,"screen_n_in":null,"score":{"opus":0.02254293810728602,"gpt":0.1829177904372351,"spread":0.1603748523299491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006607027,0.0001995842,0.0004892049,0.00009605238,0.0001694938,0.00005910919,0.0001520037,0.0002426479,0.00009707163],"category_scores_gemma":[0.00004277015,0.0001670536,0.0001481088,0.00001168249,0.0003476209,0.00002588576,0.00005879388,0.0003225096,0.0007338793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004143227,"about_ca_system_score_gemma":0.00002538704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003103641,"about_ca_topic_score_gemma":0.000009050163,"domain_scores_codex":[0.9989842,0.00003866735,0.0004474558,0.0003137155,0.00003035944,0.0001855747],"domain_scores_gemma":[0.99914,0.000130528,0.0003708948,0.0002999567,0.00001376287,0.00004481997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004193632,0.000004758016,0.0000170379,0.00007222544,0.0001020378,0.00001682104,0.001235063,2.318435e-7,0.000001006523,0.9913441,0.004546629,0.002618177],"study_design_scores_gemma":[0.001352301,0.00002946342,0.000049958,0.0001666157,0.00002942774,0.00006395581,0.00001934565,0.00005971448,0.00001179193,0.4477102,0.5501788,0.0003284139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004152526,0.003307014,0.0004410847,0.0000806705,0.0005066433,0.0004014761,0.0001455543,0.00004328611,0.994659],"genre_scores_gemma":[0.1331598,0.0001090064,0.00001094818,0.0003391052,0.000461584,0.00003144844,0.00002117686,0.00003857898,0.8658284],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5456322,"threshold_uncertainty_score":0.9432778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W635689850","doi":"","title":"Valuing the environment","year":2006,"lang":"en","type":"book","venue":"Sage eBooks","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business","retraction":null,"screen_n_in":null,"score":{"opus":0.0231928530137683,"gpt":0.2368326831271084,"spread":0.2136398301133401,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003890775,0.0002360192,0.0002407315,0.00001331091,0.001680084,0.00007397618,0.0003903434,0.0002633062,0.001275813],"category_scores_gemma":[0.00001412865,0.0001481096,0.0001925207,0.000008680148,0.001133217,0.00002402232,0.0001823988,0.0003351692,0.000591145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005303727,"about_ca_system_score_gemma":0.00004741682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011677,"about_ca_topic_score_gemma":0.0009475239,"domain_scores_codex":[0.9984239,0.0001403993,0.0002128641,0.0003137828,0.0005199374,0.0003891656],"domain_scores_gemma":[0.9994364,0.0001334806,0.0001493857,0.0002160637,0.000004303437,0.00006030848],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001067033,0.0001138094,0.0005979631,0.00004644425,0.0003940641,0.0001182725,0.02800779,0.00002642144,0.0001698481,0.06273165,0.775379,0.1324041],"study_design_scores_gemma":[0.00006708809,0.00002469605,0.0008263582,0.00002608138,0.00005693597,3.165708e-7,0.001107725,1.486523e-7,0.000008133779,0.01158094,0.986086,0.0002156479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003577674,0.001554844,0.000007327512,0.0003952126,0.000225241,0.0004884861,0.00001496954,0.0000648409,0.9968913],"genre_scores_gemma":[0.006551915,0.0004640619,0.00003461543,0.0004229743,0.0007724003,0.00006549832,0.0000139026,0.00001955665,0.9916551],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.210707,"threshold_uncertainty_score":0.9996371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2285986136","doi":"","title":"European community, Gulf states, Canada, Guardians of dissent","year":2007,"lang":"en","type":"book-chapter","venue":"Sage eBooks","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Dissent; Political science; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.03963940454785236,"gpt":0.2776816982090085,"spread":0.2380422936611561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002255501,0.0002772104,0.0004070384,0.0001011834,0.0005762667,0.0000390488,0.0008086888,0.0001760794,0.001079559],"category_scores_gemma":[0.00004359415,0.0003179497,0.0001230836,0.00001124762,0.0006660877,0.00002582452,0.0002299787,0.0007097936,0.0001027689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009593843,"about_ca_system_score_gemma":0.001549711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6214666,"about_ca_topic_score_gemma":0.9402043,"domain_scores_codex":[0.9979796,0.0002983019,0.0005489256,0.0002155162,0.0005314815,0.0004261979],"domain_scores_gemma":[0.9984249,0.0003930338,0.0003807738,0.0005128416,0.00008839844,0.0002000627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003554774,0.00005479126,0.0006609244,0.0002266294,0.0008997385,0.0004659278,0.1754564,0.000007511653,0.00001891754,0.2592153,0.1235387,0.4394196],"study_design_scores_gemma":[0.0001319273,0.00001498084,0.0003016251,0.0001813939,0.00003352076,8.284919e-7,0.005658253,1.311546e-7,0.0000173296,0.01061697,0.9826822,0.0003608533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008562425,0.0001530556,0.00003496505,0.0001564481,0.0008593317,0.0003388699,0.0001609009,0.00005822338,0.997382],"genre_scores_gemma":[0.02112692,0.0001185486,0.0002398862,0.0005949927,0.0002949687,0.000003145407,0.00007731441,0.00008569185,0.9774585],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8591434,"threshold_uncertainty_score":0.9999273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}