{"id":"W4386311632","doi":"10.1515/9781772125641","title":"Deriving","year":2021,"lang":"en","type":"book","venue":"University of Alberta Press eBooks","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0003902097,0.0005075076,0.0002613034,0.001123541,0.002872909,0.003636446,0.0006924196,0.00101585,0.1172202],"category_scores_gemma":[0.001183027,0.000242267,0.00032876,0.0008969901,0.001850934,0.003467606,0.002061767,0.002134735,0.04333022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129713,"about_ca_system_score_gemma":0.001731111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004661208,"about_ca_topic_score_gemma":0.01672451,"domain_scores_codex":[0.9995735,0.00009724001,0.00001338002,0.00005961056,0.000192083,0.00006415561],"domain_scores_gemma":[0.9996835,0.0001120908,0.0000102056,0.00005484524,0.00009265728,0.0000466752],"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":[0.0000165926,0.00001785193,0.0001566373,0.0001324619,0.00000239117,0.0002205949,0.002857514,0.00009243409,0.0003457231,0.4151021,0.4727506,0.1083052],"study_design_scores_gemma":[5.655726e-7,0.000002073551,0.00004890909,0.0000312112,4.427586e-7,0.0000983364,0.0001985656,0.00001981582,0.00006832539,0.006023821,0.9935061,0.00000179596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004040131,0.001666304,0.001188954,0.001430526,0.0006094535,0.00002140197,0.000119769,0.00009460597,0.9944651],"genre_scores_gemma":[0.006618475,0.001758187,0.0009730379,0.001338142,0.0001770508,0.0000259528,0.0001705154,0.0001867744,0.9887519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8827798,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02984285709200278,"score_gpt":0.2307737045886367,"score_spread":0.2009308474966339,"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."}}