{"id":"W7098365643","doi":"","title":"Copyright © Canadian Academy of Oriental and Occidental Culture An Overview of Researches on Biolinguistics","year":2013,"lang":"en","type":"article","venue":"","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Section (typography); China; Work (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008390416,0.00007608919,0.0001638707,0.0001381566,0.00002923434,0.00001059078,0.00006580511,0.00007096548,0.00102726],"category_scores_gemma":[0.00007770735,0.00005314826,0.00002961847,0.0001194003,0.00009922031,0.00006231335,0.00002541725,0.000097455,0.00002556423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003185467,"about_ca_system_score_gemma":0.00003107826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05062744,"about_ca_topic_score_gemma":0.008605262,"domain_scores_codex":[0.9993618,0.00001657727,0.0001518067,0.0001319533,0.0001825521,0.000155365],"domain_scores_gemma":[0.9995338,0.00002954058,0.00003223632,0.00009103712,0.00005414725,0.0002592652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001300171,0.000546003,0.6684825,0.0008035939,0.000185714,0.00002691814,0.00133142,6.033835e-7,0.003189805,0.1532855,0.1641877,0.007830163],"study_design_scores_gemma":[0.001376871,0.0009452461,0.9393083,0.0002968836,0.00009174239,0.000006164233,0.001466604,0.0001160092,0.02110802,0.001123656,0.03400437,0.0001561539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585025,0.0005541085,7.05652e-7,0.0009385866,0.0000355513,0.0003517929,0.00002420154,0.00001246036,0.03958011],"genre_scores_gemma":[0.9971784,0.0005012152,0.0004281125,0.0006306405,0.00006494673,0.00000627011,0.00002613878,0.000006957378,0.001157255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2708257,"threshold_uncertainty_score":0.9998859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576960011182051,"score_gpt":0.4045335094736066,"score_spread":0.2468375083554015,"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."}}