{"id":"W1985303140","doi":"10.1038/laban0906-26","title":"Report of the Working Group on Animal Distress in the Laboratory","year":2006,"lang":"en","type":"article","venue":"Lab Animal","topic":"Animal testing and alternatives","field":"Veterinary","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Canadian Council on Animal Care; University of Guelph","funders":"Universities Federation for Animal Welfare; U.S. Department of Agriculture","keywords":"Distress; Affect (linguistics); Psychology; Clinical psychology; Medicine; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02610477,0.00161425,0.0007780931,0.002622331,0.003293466,0.002636196,0.00373418,0.009691804,0.007365167],"category_scores_gemma":[0.01986313,0.000629788,0.001489084,0.001453262,0.001580494,0.001753846,0.002629736,0.007887498,0.00262716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914609,"about_ca_system_score_gemma":0.01210737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784164,"about_ca_topic_score_gemma":0.02164727,"domain_scores_codex":[0.9872227,0.002751247,0.00130888,0.0008861499,0.006586557,0.001244445],"domain_scores_gemma":[0.953169,0.01020133,0.004985252,0.00269002,0.02382884,0.005125535],"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":[0.0009417339,0.001529655,0.02468427,0.001538052,0.0001885496,0.001797114,0.004678743,0.001539854,0.02102062,0.007540732,0.755407,0.1791336],"study_design_scores_gemma":[0.0001144177,0.001479316,0.03698352,0.001539632,0.0002775503,0.0009721728,0.005109003,0.000719982,0.01069442,0.002061327,0.9399293,0.0001193303],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09563514,0.04406347,0.1064391,0.3516863,0.1530028,0.01104376,0.0128372,0.001745707,0.2235465],"genre_scores_gemma":[0.2633502,0.04962618,0.07964947,0.1231506,0.04554927,0.01063783,0.02212629,0.001298851,0.4046113],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02610477,"threshold_uncertainty_score":0.1380568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07887010278452705,"score_gpt":0.3416504294423129,"score_spread":0.2627803266577858,"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."}}