{"id":"W4409741189","doi":"10.63485/vd821-5yw68","title":"Canadian vet jnls on PMC","year":2004,"lang":"en","type":"preprint","venue":"","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002222784,0.0009965739,0.001897608,0.005587747,0.003213169,0.004409799,0.002227736,0.003764829,0.7631983],"category_scores_gemma":[0.01637471,0.001068803,0.0009194582,0.003752152,0.00179978,0.001655838,0.003491868,0.003383709,0.4700089],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004165301,"about_ca_system_score_gemma":0.01506252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08922721,"about_ca_topic_score_gemma":0.1183395,"domain_scores_codex":[0.9973974,0.000281186,0.0001580468,0.0002153279,0.001557558,0.0003904324],"domain_scores_gemma":[0.9890584,0.00118923,0.0003417385,0.001276364,0.006900049,0.001234284],"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":[0.0001511658,0.00005190901,0.0002499593,0.0004478903,0.00001757568,0.0004490765,0.00006714501,0.00003186325,0.0005146658,0.002290105,0.9298244,0.06590413],"study_design_scores_gemma":[0.00003459608,0.0000223381,0.0009283847,0.0003241567,0.00001222858,0.0003139804,0.00006420297,0.00006355557,0.0003251959,0.0009190395,0.9969799,0.00001248157],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001903336,0.01179959,0.002189624,0.02951677,0.03148909,0.0006952218,0.01707504,0.003456932,0.9018742],"genre_scores_gemma":[0.01540848,0.009583953,0.002853841,0.004784743,0.003585769,0.0002403488,0.008005343,0.0009062765,0.9546312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9958347,"threshold_uncertainty_score":0.3377689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6357677769183934,"score_gpt":0.6307415872562214,"score_spread":0.005026189662171943,"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."}}