{"id":"W4394407454","doi":"10.6084/m9.figshare.23982588","title":"Sociology","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001185179,0.001262967,0.001059894,0.004463127,0.001169905,0.002711079,0.001982433,0.00174186,0.1167934],"category_scores_gemma":[0.009244225,0.0005645959,0.000955873,0.00860586,0.0003794721,0.001157682,0.001919594,0.001606718,0.120904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333291,"about_ca_system_score_gemma":0.004554224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0576272,"about_ca_topic_score_gemma":0.1296363,"domain_scores_codex":[0.998714,0.0002113394,0.0001537564,0.000344056,0.0003786273,0.0001984029],"domain_scores_gemma":[0.9946608,0.001962318,0.0003584817,0.0008868932,0.001592096,0.000539473],"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":[0.00002868801,0.00001408049,0.0008650649,0.0005520853,0.00001175324,0.00001677687,0.00004443226,0.0001253748,0.00006604157,0.0008068811,0.9942154,0.003253465],"study_design_scores_gemma":[0.00007184083,0.000005165707,0.00295097,0.0002552927,0.000009311336,0.00002275227,0.0000758996,0.0001400015,0.00008395745,0.000685664,0.9956893,0.000009843476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001324438,0.00006935924,0.00004796336,0.00007071537,0.00002034438,0.00000920431,0.9980687,0.0001618368,0.001419422],"genre_scores_gemma":[0.0003654604,0.00008007431,0.0002364498,0.00006236165,0.00000702989,0.00006140015,0.9978783,0.00005569176,0.001253197],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8832066,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416646632803555,"score_gpt":0.4262816719976242,"score_spread":0.1846170087172687,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}