{"id":"W4406646750","doi":"10.1016/b978-84-8086-417-6.00031-3","title":"10.1016/b978-84-8086-417-6.00031-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medical research and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0001773125,0.0004796589,0.0007808058,0.000316398,0.0000783978,0.00003107863,0.0002539661,0.0004467713,0.9993497],"category_scores_gemma":[0.0002217508,0.000386463,0.000276224,0.00006631314,0.0001463358,0.00003792402,0.0001190328,0.0007161342,0.9983554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002124829,"about_ca_system_score_gemma":0.0003850693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003020762,"about_ca_topic_score_gemma":4.253384e-7,"domain_scores_codex":[0.9971407,0.00002332599,0.0003936298,0.0006002905,0.001199012,0.0006430579],"domain_scores_gemma":[0.9973955,0.0001406037,0.00007259748,0.0007728105,0.0001296512,0.001488908],"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":[0.0004705246,0.00008652703,4.538945e-8,0.0000517322,0.0002912438,0.000703414,0.000003840825,9.38513e-8,0.000002563352,0.00002953926,0.3711444,0.627216],"study_design_scores_gemma":[0.001382472,0.001256838,0.000005362605,0.000584596,0.0002590234,0.00007398794,1.698964e-7,0.000007113109,0.00001674921,0.0003084499,0.9958066,0.0002986599],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001757576,0.000728708,5.909802e-7,0.0006475415,0.000004007053,0.0009136448,0.0001373306,0.0001391398,0.9974273],"genre_scores_gemma":[0.000003233393,0.0000115341,0.00008360192,0.000190409,0.0005969605,0.00004795011,0.0005691561,0.0001289849,0.9983681],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6269174,"threshold_uncertainty_score":0.9998587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0193862043389804,"score_gpt":0.24286997299882,"score_spread":0.2234837686598397,"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."}}