{"id":"W1512225983","doi":"","title":"Education and Training in the 3Rs","year":2010,"lang":"en","type":"article","venue":"Data Archiving and Networked Services (DANS)","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Medical education; Animal life; Psychology; Pedagogy; Medicine; Geography; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005764726,0.0001134248,0.0001032928,0.00004030978,0.0001949589,0.0001114503,0.0005639837,0.00002619635,0.000005237221],"category_scores_gemma":[0.00002361177,0.00007961414,0.000009078699,0.0000906928,0.00007902563,0.0002264883,0.0002626065,0.0003104251,0.000002846385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001919657,"about_ca_system_score_gemma":0.0000222702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007479502,"about_ca_topic_score_gemma":0.001672092,"domain_scores_codex":[0.999163,0.0001184071,0.0001360297,0.0003075401,0.00008477428,0.0001902752],"domain_scores_gemma":[0.9990882,0.0004012677,0.00005927817,0.0003973189,0.000006595235,0.00004737551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001750984,0.0001609187,0.2239233,0.0002683625,0.00003834071,0.0000469242,0.1381835,0.00001783547,0.01128,0.002587276,0.0002838699,0.6230346],"study_design_scores_gemma":[0.0002631164,0.0001796029,0.8600278,0.000398422,0.00002694703,0.0004017009,0.0238603,0.1022567,0.000005091783,0.003477518,0.008820483,0.000282301],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937573,0.0002060184,0.00005625875,0.0001598602,0.0001481033,0.00008033178,0.00003422241,0.0000393405,0.005518551],"genre_scores_gemma":[0.9973775,0.00006713247,0.001642377,0.0002665226,0.0004165914,0.000008636154,0.0001677702,0.00001193388,0.00004150526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6361045,"threshold_uncertainty_score":0.3246571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179803070260977,"score_gpt":0.3807973625452332,"score_spread":0.2628170555191355,"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."}}