{"id":"W7093901284","doi":"","title":"9781040016657.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Historical Studies on Reproduction, Gender, Health, and Societal Changes","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Supreme court; Reading (process); Institution; Politics; Analytics; Perspective (graphical); Work (physics); Empirical legal studies","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003523658,0.0004183506,0.0004478919,0.0001370518,0.0009421234,0.0004449876,0.0004333332,0.0001527569,0.8960007],"category_scores_gemma":[0.00003937677,0.0002956078,0.0002528723,0.0001264218,0.0005242865,0.0001098218,0.0001312801,0.0004653407,0.9630165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003080764,"about_ca_system_score_gemma":0.0001147323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002106631,"about_ca_topic_score_gemma":0.004453894,"domain_scores_codex":[0.9978949,0.0001013045,0.00037822,0.0007143685,0.0004875806,0.0004235693],"domain_scores_gemma":[0.9988322,0.00006181929,0.0002482408,0.0006461524,0.0001076775,0.000103949],"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":[0.000005127024,0.00003653667,0.000002317194,0.0002577998,0.0002567382,0.000003422552,0.01245949,1.367714e-7,4.822729e-7,0.03613104,0.310849,0.639998],"study_design_scores_gemma":[0.0001110343,0.00004233776,0.000005641672,0.0000830444,0.0001545212,0.000003841062,0.003899684,0.000002261963,5.476699e-7,0.002546639,0.99278,0.0003705045],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003854461,0.0002804821,0.00001629501,0.007030713,0.0085645,0.0006465064,1.007614e-7,0.0004195797,0.9830379],"genre_scores_gemma":[0.000186522,0.001792695,0.00003732438,0.0009430597,0.01345843,0.0001797813,0.0001822341,0.0004469833,0.9827729],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.681931,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05900077617068374,"score_gpt":0.2776821921578329,"score_spread":0.2186814159871491,"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."}}