{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01666605,0.0005135493,0.0004373192,0.00117686,0.00205186,0.002813457,0.001339397,0.002264332,0.04927666],"category_scores_gemma":[0.01442467,0.0003639901,0.0007872697,0.0006573529,0.001971412,0.002259413,0.007229652,0.003635479,0.01182347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002777076,"about_ca_system_score_gemma":0.00855169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002973596,"about_ca_topic_score_gemma":0.005017442,"domain_scores_codex":[0.9909005,0.004664197,0.0005552362,0.0007547764,0.001677858,0.001447461],"domain_scores_gemma":[0.9851989,0.004354959,0.001206671,0.00128024,0.002885451,0.005073758],"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":[0.0004394202,0.002471196,0.009365307,0.001283714,0.0000197115,0.001286572,0.06070391,0.00138744,0.008814176,0.03922346,0.1560481,0.718957],"study_design_scores_gemma":[0.00004635751,0.001018159,0.01108653,0.001093757,0.00001361962,0.001012665,0.0104939,0.0007249861,0.001722596,0.005370121,0.9673492,0.00006813989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1996209,0.007431359,0.09436247,0.1374258,0.008884749,0.002635845,0.0009461126,0.002879138,0.5458137],"genre_scores_gemma":[0.4471288,0.007370304,0.0790291,0.03780225,0.001713087,0.002442381,0.000727014,0.0006304303,0.4231566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04927666,"threshold_uncertainty_score":0.1648468,"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."}}