{"id":"W4310493961","doi":"10.1057/s41599-022-01455-3","title":"The everyday work of One Welfare in animal sheltering and protection","year":2022,"lang":"en","type":"article","venue":"Humanities and Social Sciences Communications","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"","keywords":"Animal welfare; Work (physics); Intervention (counseling); Welfare; Judgement; Mental health; Public relations; Business; Health care; Psychology; Medicine; Nursing; Political science; Engineering; Psychiatry","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":[0.006171682,0.0004970022,0.0004957847,0.001314708,0.01184541,0.004974779,0.001420586,0.001392352,0.004002037],"category_scores_gemma":[0.006534101,0.0003676264,0.0003768234,0.0007908892,0.01779819,0.002944131,0.008700327,0.001944529,0.0006558366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003125046,"about_ca_system_score_gemma":0.00333128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005818437,"about_ca_topic_score_gemma":0.00858385,"domain_scores_codex":[0.9852858,0.01191623,0.0003007441,0.0007153948,0.0006409444,0.001140763],"domain_scores_gemma":[0.9927055,0.002272153,0.001293535,0.0005807203,0.0006734989,0.002474508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001319751,0.0002950279,0.03339747,0.0004286916,0.00004863434,0.002076817,0.9014903,0.0001968987,0.002487074,0.009722875,0.008802336,0.0409219],"study_design_scores_gemma":[0.000008428664,0.0003849632,0.02322597,0.0009080446,0.00002450643,0.001088291,0.8774818,0.0002027499,0.0005221328,0.003836668,0.09222382,0.00009273269],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9503248,0.002843386,0.006687469,0.006884224,0.0004246669,0.00007732157,0.00006306026,0.00008403702,0.032611],"genre_scores_gemma":[0.9933786,0.0009222212,0.002060248,0.0007403832,0.00004232683,0.0000359547,0.00003846367,0.00002716792,0.002754529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184541,"threshold_uncertainty_score":0.03263938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1262196094812231,"score_gpt":0.356715588011496,"score_spread":0.2304959785302729,"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."}}