{"id":"W4406520038","doi":"10.1016/s0765-2046(97)84367-5","title":"10.1016/s0765-2046(97)84367-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Chemistry","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004477424,0.0001446548,0.0002769898,0.0001878632,0.00009001543,0.00002011698,0.0002165774,0.00007073864,0.997969],"category_scores_gemma":[0.0002014707,0.0001104165,0.00006983773,0.0005478351,0.0001471476,0.00007503233,0.0000388161,0.0002131809,0.9956667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006265112,"about_ca_system_score_gemma":0.000155342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000612305,"about_ca_topic_score_gemma":4.135325e-7,"domain_scores_codex":[0.9982421,0.00003098853,0.000202172,0.0003276506,0.0006726243,0.000524452],"domain_scores_gemma":[0.9986803,0.00006559554,0.00001931722,0.0004538931,0.0001087913,0.0006721285],"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":[0.0002212801,0.00008270972,0.000002056923,0.0000160602,0.00001316185,0.00005800229,0.00005666225,0.000002237861,0.0004290885,7.315883e-7,0.3232558,0.6758622],"study_design_scores_gemma":[0.00107553,0.0007487021,0.0003580269,0.0000821425,0.00003281922,0.00007635556,0.00001010225,0.0001637333,0.0004667882,0.000005829274,0.9968585,0.0001214577],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003414321,0.0002289782,0.000001133421,0.002317343,0.000003771117,0.0003821461,0.000004831983,0.0001025883,0.9935449],"genre_scores_gemma":[0.0006155909,0.000003176729,0.0001294437,0.00044168,0.0005228521,0.00002231267,0.00001497325,0.00002179767,0.9982282],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6757407,"threshold_uncertainty_score":0.4502655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01838081430358343,"score_gpt":0.2572705149828917,"score_spread":0.2388897006793082,"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."}}