{"id":"W4406649112","doi":"10.1016/b978-2-294-73068-9.00093-1","title":"10.1016/b978-2-294-73068-9.00093-1","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Crest; Geology; Physics; Optics","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":[0.0002112544,0.0004758372,0.0009448915,0.0002407643,0.0001036593,0.00001398048,0.0001906959,0.0004384371,0.9958873],"category_scores_gemma":[0.0001297603,0.0004084793,0.000235934,0.00004415674,0.000309817,0.00002240669,0.0001097139,0.0007911908,0.9953291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006233811,"about_ca_system_score_gemma":0.0001128073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006909638,"about_ca_topic_score_gemma":1.308957e-7,"domain_scores_codex":[0.9981436,0.0000239816,0.0004057672,0.0005710148,0.0004329991,0.0004226019],"domain_scores_gemma":[0.9986103,0.0001287527,0.00009495771,0.0006254743,0.0001075167,0.000432982],"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":[0.0001167738,0.00002723746,9.008481e-8,0.00004398132,0.000166331,0.0003710643,0.00001918146,2.334349e-7,0.000004357705,0.00001267911,0.5647476,0.4344904],"study_design_scores_gemma":[0.0005670657,0.0004060919,0.000005399054,0.0005737492,0.0004863522,0.0002565277,6.210038e-7,0.00000511622,0.00000731876,0.0001648387,0.9971497,0.0003771986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001457134,0.001700999,0.000001046729,0.002464168,0.00001105704,0.0004041508,0.0000657773,0.0002618218,0.9950895],"genre_scores_gemma":[9.021093e-7,0.000008471284,0.0001904562,0.0008139223,0.0009966487,0.00002133414,0.0001514925,0.0001072531,0.9977095],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4341132,"threshold_uncertainty_score":0.9998367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01678425520063073,"score_gpt":0.2189163257923772,"score_spread":0.2021320705917465,"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."}}