{"meta":{"query_hash":"b1f2dfab6e93","filters":{"venue":"Scientific and Social Research"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/b1f2dfab6e93","api":"https://metacan.xera.ac/api/v1/cohort?venue=Scientific+and+Social+Research"},"results":[{"id":"W3137374447","doi":"10.36922/ssr.v3i1.1060","title":"Research on China's High-quality Economic Development in the Post-epidemic Era","year":2021,"lang":"en","type":"article","venue":"Scientific and Social Research","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"China; Quarter (Canadian coin); Communism; Economic growth; Quality (philosophy); Political science; Development economics; Economy; Geography; Economics; Politics; Law","score_opus":0.32128155774108946,"score_gpt":0.45994395439428015,"score_spread":0.1386623966531907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137374447","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96491015,0.00042273218,0.000012410091,0.017517734,0.0004651566,0.0003237962,0.00007706456,0.000010981565,0.016259965],"genre_scores_gemma":[0.992889,0.000060786915,0.000052534488,0.00040554887,0.00017492552,0.000052168107,0.00004548269,0.000014170781,0.00630541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961059,0.0009409721,0.0006211327,0.0008979321,0.00042086237,0.0010131893],"domain_scores_gemma":[0.99754155,0.0015587893,0.00008725201,0.0004914671,0.00020108437,0.00011987009],"candidate_categories":["metaresearch","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.044002008,0.00012118386,0.00032522346,0.00078944425,0.0019130086,0.0007838135,0.00061421056,0.00016509161,0.0005007279],"category_scores_gemma":[0.0022583492,0.00011339777,0.000065364424,0.001170856,0.0007858275,0.00018016998,0.0003743869,0.0012771126,0.0013892563],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008303793,0.00024676233,0.02938481,0.00009226047,0.00002906224,0.000032121803,0.024795586,0.000023255185,0.0002972681,0.91484404,0.019499402,0.0106724175],"study_design_scores_gemma":[0.000667769,0.000056925226,0.74295694,0.000023706702,7.464129e-7,0.0000020126622,0.00418909,0.00009213737,0.00029176156,0.09138585,0.16010062,0.00023243761],"about_ca_topic_score_codex":0.002572256,"about_ca_topic_score_gemma":0.0017959874,"teacher_disagreement_score":0.8234582,"about_ca_system_score_codex":0.0010997978,"about_ca_system_score_gemma":0.0012083957,"threshold_uncertainty_score":0.9993883},"labels":[],"label_agreement":null},{"id":"W4224266743","doi":"10.26689/ssr.v4i2.3639","title":"Based on Citespace V: The Development and Enlightenment of Research on Foreign Obese Adolescent’s Sports","year":2022,"lang":"en","type":"article","venue":"Scientific and Social Research","topic":"Physical Education and Training Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Shaoguan University","keywords":"Enlightenment; Library science; Political science; Social science; Sociology","score_opus":0.43217881454154794,"score_gpt":0.5756728281916434,"score_spread":0.1434940136500955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4224266743","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95344335,0.00006788311,0.0000026112798,0.012014268,0.00030583088,0.0007254713,0.000016944039,0.000011936842,0.03341171],"genre_scores_gemma":[0.9869338,0.00000509922,0.000027173088,0.00026378463,0.00008239156,0.00028390824,0.000009816693,0.000007951833,0.01238603],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99518496,0.0014329331,0.00020171174,0.000343065,0.0022831731,0.00055414037],"domain_scores_gemma":[0.9977537,0.0015297468,0.000049098482,0.00019313343,0.00038035697,0.00009399608],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.012549084,0.0000690626,0.00012833206,0.00029607204,0.011624002,0.000037343798,0.00019543394,0.000035499474,0.00019943931],"category_scores_gemma":[0.0003488028,0.000047428435,0.000024080784,0.0008367452,0.001072378,0.000019883088,0.00037704717,0.0011495436,0.000018956378],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000858608,0.0022308917,0.048423115,0.00071394566,0.000051927844,0.000012336474,0.35382614,0.000012406496,0.00043114458,0.31458393,0.22911707,0.0497385],"study_design_scores_gemma":[0.0009412659,0.00031718783,0.30210176,0.00023792278,0.000004474964,1.382639e-7,0.38173187,0.00024042196,0.00025569828,0.007942411,0.30608055,0.00014630127],"about_ca_topic_score_codex":0.000030633382,"about_ca_topic_score_gemma":0.00002706586,"teacher_disagreement_score":0.30664152,"about_ca_system_score_codex":0.00023836512,"about_ca_system_score_gemma":0.0011170922,"threshold_uncertainty_score":0.9896627},"labels":[],"label_agreement":null},{"id":"W4409203087","doi":"10.26689/ssr.v7i3.10063","title":"Ecotourism: A Sustainable Path or an Environmental Paradox?","year":2025,"lang":"en","type":"article","venue":"Scientific and Social Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Ecotourism; Path (computing); Geography; Environmental planning; Environmental resource management; Environmental ethics; Environmental science; Computer science; Tourism; Philosophy; Archaeology","score_opus":0.07263704621465271,"score_gpt":0.43071735084197077,"score_spread":0.35808030462731805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409203087","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7463973,0.00031970118,0.00002408809,0.008731417,0.00033547354,0.0010584971,0.00002845619,0.000080545506,0.24302453],"genre_scores_gemma":[0.66964483,0.000069953996,0.00004687283,0.00003501372,0.00017052668,0.000032116935,0.000008362432,0.0000066835964,0.32998562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99476355,0.0010804081,0.00016562341,0.00063344644,0.0019821578,0.0013748109],"domain_scores_gemma":[0.9988582,0.00029844092,0.00002809268,0.00028050417,0.00024213798,0.00029263375],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.009840786,0.000106062995,0.00016988488,0.00055619207,0.0091535365,0.0018670394,0.0007854811,0.0001657426,0.0014616391],"category_scores_gemma":[0.0006413857,0.00009608885,0.00005601462,0.0012264925,0.004584147,0.0006591825,0.0005562824,0.00048513594,0.00015823903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030638673,0.0007218204,0.0030786104,0.00009606586,0.00005126509,0.0006801213,0.046852104,5.306314e-7,0.0006172496,0.6097796,0.2815711,0.056245156],"study_design_scores_gemma":[0.0005407206,0.00011594039,0.0042736167,0.00001531953,0.0000083925015,4.02444e-7,0.35781235,0.00007617048,0.00011287461,0.044499733,0.5923498,0.00019467929],"about_ca_topic_score_codex":0.0038029838,"about_ca_topic_score_gemma":0.0010983311,"teacher_disagreement_score":0.56527984,"about_ca_system_score_codex":0.00045307257,"about_ca_system_score_gemma":0.0017149254,"threshold_uncertainty_score":0.99945116},"labels":[],"label_agreement":null},{"id":"W4411139461","doi":"10.26689/ssr.v7i5.10725","title":"Data from China: Analysis of Research Hotspots in the Field of Digital Therapeutics in the Chinese Context (1989–2021)","year":2025,"lang":"en","type":"article","venue":"Scientific and Social Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint John Regional Hospital","funders":"","keywords":"China; Context (archaeology); Data science; Field (mathematics); Geography; Computer science","score_opus":0.291425004286351,"score_gpt":0.5980476059767955,"score_spread":0.30662260169044453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411139461","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9656193,0.0006703034,0.000010185747,0.009709366,0.0002990634,0.000414615,0.0009177713,0.000002167415,0.022357186],"genre_scores_gemma":[0.9971411,0.00000894708,0.000002176529,0.000072251714,0.000026758735,0.00003385474,0.00016393983,0.0000036456788,0.0025473242],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9964064,0.0013407312,0.00043537197,0.00040796094,0.0010026431,0.00040688788],"domain_scores_gemma":[0.99472564,0.0041483315,0.000053831038,0.0008545771,0.00019368451,0.000023959612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010582727,0.00007053695,0.0002313185,0.0010812199,0.00037500053,0.00029874366,0.0015884243,0.00009314559,0.0001813641],"category_scores_gemma":[0.0006047726,0.00004343932,0.00008328021,0.0072966022,0.0013670214,0.00016469303,0.0004875626,0.0006568463,0.000017235792],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010411132,0.004914142,0.48180085,0.00019648974,0.0008616415,0.00004046308,0.122800246,8.611842e-7,0.00013140467,0.11126962,0.04648636,0.2304568],"study_design_scores_gemma":[0.0003825738,0.0001487463,0.92719615,0.00005991196,0.00002634917,1.5567859e-7,0.042499505,0.00016131233,0.000010734201,0.026614852,0.0028536576,0.000046055433],"about_ca_topic_score_codex":0.0033132355,"about_ca_topic_score_gemma":0.009649089,"teacher_disagreement_score":0.4453953,"about_ca_system_score_codex":0.000044470602,"about_ca_system_score_gemma":0.00015999729,"threshold_uncertainty_score":0.5384418},"labels":[],"label_agreement":null}]}