{"id":"W2213733015","doi":"10.1177/026119290403201s103","title":"Teaching from the Heart","year":2004,"lang":"en","type":"article","venue":"Alternatives to Laboratory Animals","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Kindness; Dosing; Medicine; Distress; Animal welfare; Blood collection; Psychology; Nursing; Medical emergency; Clinical psychology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004986038,0.0002735508,0.0002560502,0.00005641464,0.0004320236,0.0001470517,0.0006293884,0.00004534193,0.0001832156],"category_scores_gemma":[0.0005234303,0.0001991167,0.00008298983,0.0002207636,0.0001222835,0.0002969188,0.0002213832,0.0004102443,0.001123598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008147266,"about_ca_system_score_gemma":0.00006732421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00150078,"about_ca_topic_score_gemma":0.00003881478,"domain_scores_codex":[0.9981466,0.0003236959,0.0003030529,0.0005309741,0.0003227441,0.0003729584],"domain_scores_gemma":[0.9986376,0.0005418231,0.0001242347,0.0004254054,0.0001101399,0.0001608606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007474674,0.0003228174,0.02426424,0.00001564807,0.0003061121,0.0004037847,0.01771991,0.0001734043,0.8858325,0.06432946,0.00349816,0.002386434],"study_design_scores_gemma":[0.003422112,0.00874392,0.5076629,0.001069911,0.000125614,0.0001082739,0.008576539,0.0001270614,0.08734369,0.04094868,0.339412,0.002459343],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893045,0.0004457403,0.0006694609,0.003672318,0.000232538,0.0002448963,0.0002255473,0.0002788227,0.00492622],"genre_scores_gemma":[0.986523,0.000005670219,0.008129456,0.003988524,0.001116704,0.00003698314,0.000004869817,0.00004899483,0.0001458002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7984889,"threshold_uncertainty_score":0.9996541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1082740727140717,"score_gpt":0.3975482699145965,"score_spread":0.2892741972005248,"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."}}