{"id":"W4407276246","doi":"10.70266/9783886177639","title":"10.70266/9783886177639","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Health and Medical Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Gynecology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005885076,0.000388998,0.000851624,0.0001635449,0.0007808565,0.000005387577,0.0003427137,0.0008953997,0.9979227],"category_scores_gemma":[0.0006335793,0.0003293644,0.0001304709,0.0001153849,0.00008384218,0.000028369,0.0002171895,0.001636006,0.998881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000537276,"about_ca_system_score_gemma":0.002410129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006562862,"about_ca_topic_score_gemma":3.025507e-7,"domain_scores_codex":[0.9967833,0.0002370369,0.0007951429,0.0004796629,0.0005240974,0.001180831],"domain_scores_gemma":[0.9970187,0.001008664,0.0001883853,0.000504524,0.0001371982,0.001142529],"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":[0.00007191886,0.00001633885,8.039538e-8,0.0003228574,0.00002839097,0.00001350912,0.00007811746,1.146099e-7,4.859081e-8,0.000009073477,0.8044899,0.1949697],"study_design_scores_gemma":[0.0003871031,0.0001813494,0.000009394185,0.0009025664,0.00005015154,0.000001060057,0.000003451774,0.000001417726,4.339298e-8,0.00007209492,0.9980798,0.0003115457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[5.09884e-7,0.00104772,3.916294e-7,0.002608274,0.00005931949,0.001583008,0.0001689565,0.0003067041,0.9942251],"genre_scores_gemma":[3.544451e-8,0.00003437194,0.00003829621,0.005685873,0.002809717,0.0003168024,0.0002076703,0.00009924787,0.990808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1946581,"threshold_uncertainty_score":0.9999158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04440767359996839,"score_gpt":0.3612395547201971,"score_spread":0.3168318811202288,"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."}}