{"id":"W14588029","doi":"10.1021/ac034714e","title":"Farm animal welfare — What lies ahead?","year":2001,"lang":"en","type":"article","venue":"Canadian veterinary journal","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal welfare; Welfare; Economics; Natural resource economics; Biology; Market economy; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00058958,0.0002186572,0.000266364,0.0003609782,0.004182971,0.0001753114,0.0002809386,0.000161332,0.006592485],"category_scores_gemma":[0.0001409752,0.0002059377,0.0000968983,0.0002597893,0.00007799885,0.001293181,0.00007945864,0.001093216,0.001142666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006656351,"about_ca_system_score_gemma":0.001086571,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008988747,"about_ca_topic_score_gemma":0.01708372,"domain_scores_codex":[0.9976232,0.0004119856,0.0005071799,0.0002350461,0.000206697,0.001015865],"domain_scores_gemma":[0.9980873,0.0001389695,0.0002286053,0.0002768962,0.0002669242,0.001001238],"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":[0.00312116,0.0004430221,0.1814429,0.0005695029,0.0009507859,0.03233344,0.08715008,0.00001385332,0.003792273,0.006890358,0.4279311,0.2553615],"study_design_scores_gemma":[0.0003692934,0.0006751642,0.05811004,0.0001602305,0.00002110829,0.00608488,0.07223762,0.000003724742,4.811989e-7,0.00009340815,0.8620374,0.0002066358],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8890358,0.002580042,0.000008643158,0.06721167,0.004424813,0.000212907,0.00001261346,0.00004652222,0.03646694],"genre_scores_gemma":[0.9829711,0.004615211,0.0003241956,0.005383254,0.001794015,0.00004714656,0.00001039232,0.00003998823,0.004814711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4341063,"threshold_uncertainty_score":0.999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2655730136040783,"score_gpt":0.4637878023700029,"score_spread":0.1982147887659246,"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."}}