{"id":"W4321122172","doi":"10.1017/awf.2023.8","title":"Predictors of successful diversion of cats and dogs away from animal shelter intake: Analysis of data from a self-rehoming website","year":2023,"lang":"en","type":"article","venue":"Animal Welfare","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Odds; Animal welfare; Logistic regression; Animal-assisted therapy; Environmental health; Medicine; Companion animal; Psychology; Pet therapy; Veterinary medicine; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001307424,0.000203051,0.0002716685,0.0007970249,0.000375065,0.0008504785,0.0004344772,0.0005133963,0.003273015],"category_scores_gemma":[0.007147572,0.0001783788,0.0005738515,0.0009469331,0.0004878852,0.0009771977,0.0009735628,0.001086048,0.0005526364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003391621,"about_ca_system_score_gemma":0.0004248437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004892346,"about_ca_topic_score_gemma":0.008102156,"domain_scores_codex":[0.9991184,0.0002559404,0.0001397177,0.0001070165,0.0002318619,0.0001471041],"domain_scores_gemma":[0.9907383,0.002210562,0.005052128,0.0003257775,0.0005624321,0.001110703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003687358,0.00004882948,0.9990184,0.000007839009,0.00001559192,0.00003372322,0.0001114989,0.00002790929,0.00003793046,0.000008499011,0.0000629204,0.0005900004],"study_design_scores_gemma":[0.000001316257,0.00006008638,0.9989623,0.000008141275,0.00000764923,0.00008526813,0.0005333016,0.000223182,0.00002979696,0.000008599392,0.00007797433,0.000002338227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994482,0.00002976574,0.00002927709,0.00003806356,0.000001452477,0.000007202637,0.0002129455,0.000001474492,0.0002315714],"genre_scores_gemma":[0.9992669,0.0000421156,0.00008960906,0.00001086456,0.000002746884,0.00001302807,0.0004172095,0.000001836596,0.0001556042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004892346,"threshold_uncertainty_score":0.01094931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494964937335377,"score_gpt":0.3197814557210193,"score_spread":0.2948318063476656,"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."}}