{"id":"W4406650914","doi":"10.1016/b978-2-294-72705-4.00007-6","title":"10.1016/b978-2-294-72705-4.00007-6","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Medical and Health Sciences Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005671342,0.000356608,0.0007516555,0.0003951346,0.0001396824,0.00003508231,0.000447503,0.0004794973,0.9995891],"category_scores_gemma":[0.0001233254,0.0002788726,0.0001910192,0.0001254257,0.0002820601,0.00004709307,0.0001536888,0.001035536,0.9979319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460879,"about_ca_system_score_gemma":0.0007386695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000441183,"about_ca_topic_score_gemma":6.510259e-7,"domain_scores_codex":[0.9964534,0.00002345426,0.0005298013,0.0006600265,0.001590277,0.0007430099],"domain_scores_gemma":[0.997362,0.0001415452,0.00008442663,0.0006619912,0.000160174,0.001589852],"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":[0.0001868339,0.000027979,2.679985e-8,0.0001276227,0.00002267348,0.0001093242,0.000008801242,3.745617e-7,0.000002240494,0.0000448432,0.4247981,0.5746712],"study_design_scores_gemma":[0.0004442114,0.0008916401,0.000006403204,0.0006064461,0.00005311833,0.00006665193,4.117587e-7,0.00007140134,0.000003216781,0.0002692159,0.9973131,0.0002741139],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000114836,0.0006031167,6.350312e-7,0.003527091,0.000007396015,0.000833439,0.00004530262,0.0001241633,0.9948577],"genre_scores_gemma":[5.668368e-7,0.0000140162,0.0001091202,0.0006465614,0.001250335,0.00002924617,0.00009445063,0.00006774846,0.997788],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5743971,"threshold_uncertainty_score":0.9999663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03006982129768288,"score_gpt":0.2743625769055718,"score_spread":0.2442927556078889,"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."}}