{"id":"W4406648444","doi":"10.1016/b978-2-84299-976-6.50008-5","title":"10.1016/b978-2-84299-976-6.50008-5","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Peripheral Nerve Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":[0.0001055857,0.0006481567,0.0009077894,0.0002906699,0.00007187737,0.00003387797,0.0003112728,0.0005604388,0.9992493],"category_scores_gemma":[0.00003997991,0.0006410708,0.0004132415,0.00007457704,0.000124987,0.00006429835,0.00009567449,0.0006096343,0.9971388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000183212,"about_ca_system_score_gemma":0.0001863061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004411853,"about_ca_topic_score_gemma":0.00000136001,"domain_scores_codex":[0.9977195,0.00001731091,0.0004869843,0.0006922163,0.0005712612,0.000512748],"domain_scores_gemma":[0.9983243,0.00004363311,0.0001198939,0.000927129,0.0001253992,0.0004596071],"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":[0.0003860699,0.00004897601,2.813817e-8,0.00005530603,0.0001829864,0.0001250025,0.00001295503,0.000005136346,0.00003029854,0.00003046192,0.4423003,0.5568225],"study_design_scores_gemma":[0.0009254959,0.0005523289,0.000006915005,0.0004045014,0.0002709052,0.0000755575,5.970529e-7,0.00001547346,0.00001523381,0.0001544459,0.9969428,0.0006357229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000549987,0.000997885,3.706635e-7,0.0007653239,0.000006271062,0.0007671362,0.0001192345,0.0003087354,0.9970295],"genre_scores_gemma":[0.000001993209,0.000004212512,0.0001143942,0.0005077726,0.0005197734,0.00003441802,0.0004508797,0.0002584245,0.9981081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5561867,"threshold_uncertainty_score":0.999604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00966180365783071,"score_gpt":0.1974407704066411,"score_spread":0.1877789667488104,"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."}}