{"id":"W4406642727","doi":"10.1016/b978-2-294-76306-9.50585-8","title":"10.1016/b978-2-294-76306-9.50585-8","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Traumatic Ocular and Foreign Body Injuries","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":[0.0001410717,0.0005745995,0.0009634356,0.0003256107,0.00009569291,0.00004738271,0.0002441967,0.0004937188,0.9982027],"category_scores_gemma":[0.00002894623,0.0005213171,0.000422095,0.00005498079,0.000176395,0.00006018836,0.00007716323,0.0005259588,0.9957547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001062793,"about_ca_system_score_gemma":0.0001490192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008963794,"about_ca_topic_score_gemma":2.113283e-7,"domain_scores_codex":[0.9979139,0.00001279178,0.0005501803,0.0005219089,0.0005790719,0.0004221533],"domain_scores_gemma":[0.9984236,0.00005029874,0.000124188,0.0008893147,0.0001088133,0.0004037512],"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":[0.0004132612,0.00006087387,5.046051e-8,0.0001471107,0.0003928799,0.0001626006,0.00003863061,0.000001558376,0.000007809066,0.0008905127,0.3647968,0.6330879],"study_design_scores_gemma":[0.0006679573,0.0006293952,0.000005842605,0.0005842222,0.0005554825,0.00013326,9.644202e-7,0.000008625285,0.00003194119,0.001160346,0.9956936,0.0005284197],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000001951151,0.0005645452,0.000001855392,0.0002322005,0.000005577766,0.0007590045,0.000169712,0.0002854699,0.9979797],"genre_scores_gemma":[0.000007733201,0.000002007188,0.0002861193,0.0001450568,0.000756512,0.00002359046,0.0004033226,0.0001906812,0.998185],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6325595,"threshold_uncertainty_score":0.9997239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025520016258022,"score_gpt":0.1975791717518236,"score_spread":0.1873239715892434,"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."}}