{"id":"W4407276008","doi":"10.70266/9783886177264","title":"10.70266/9783886177264","year":2000,"lang":"en","type":"book","venue":"Time to knit","topic":"Medical and Health Sciences Research","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":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001291829,0.001909786,0.001266082,0.002491725,0.001626599,0.007578163,0.002425917,0.003597612,0.9693234],"category_scores_gemma":[0.003704749,0.0007963368,0.001163695,0.003150776,0.001150463,0.005881124,0.005107336,0.002176597,0.9712141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008848576,"about_ca_system_score_gemma":0.001091703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001264455,"about_ca_topic_score_gemma":0.001369166,"domain_scores_codex":[0.9986573,0.0001895617,0.0001107027,0.0003314757,0.0005327038,0.0001781675],"domain_scores_gemma":[0.9973357,0.0007591331,0.000177629,0.0003941105,0.0007176927,0.0006156562],"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":[0.0001567048,0.0001114597,0.0003835222,0.0007376062,0.00001727866,0.0002247448,0.0001837355,0.0001955679,0.001891179,0.004730802,0.5648161,0.4265513],"study_design_scores_gemma":[0.00001674663,0.00002906775,0.0003581555,0.0002220366,0.000006989686,0.0001701204,0.0001065044,0.0001151245,0.0002573911,0.0008184632,0.9978849,0.0000145229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004565205,0.001038828,0.001544231,0.0007083913,0.0006251957,0.0001371215,0.00114245,0.001601556,0.9927457],"genre_scores_gemma":[0.001389968,0.0006953921,0.0006370632,0.0004266503,0.0001354021,0.00009677017,0.000848226,0.0006567081,0.9951139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0306766,"threshold_uncertainty_score":0.04375637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049720515603682,"score_gpt":0.3058422622363772,"score_spread":0.2753450570803404,"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."}}