{"id":"W3012397042","doi":"10.22215/etd/2019-13702","title":"Pet Ownership, Attachment, and Well-Being","year":2019,"lang":"en","type":"dissertation","venue":"","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Social connectedness; Psychology; Psychosocial; Animal-assisted therapy; Social psychology; Developmental psychology; Clinical psychology; Medicine; Animal welfare; Psychiatry; Pet therapy; Biology","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":[0.0006896684,0.0001281994,0.0001773421,0.0003127392,0.0004090163,0.0007711815,0.0001151583,0.0002430451,0.0027069],"category_scores_gemma":[0.00246285,0.0001027962,0.0002002994,0.0003923478,0.0003302264,0.0003744758,0.0005472476,0.0004041282,0.0001541918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000180693,"about_ca_system_score_gemma":0.0001171101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001357608,"about_ca_topic_score_gemma":0.002986422,"domain_scores_codex":[0.9997608,0.0001137611,0.00001412544,0.00003630471,0.00004243932,0.00003253985],"domain_scores_gemma":[0.9991159,0.0002415504,0.0003545393,0.00005827923,0.00005875846,0.0001709319],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002052554,0.0002990987,0.9730857,0.00007590622,0.0001192042,0.0002333461,0.002528949,0.0000836912,0.00128541,0.0004909126,0.0001855977,0.02140694],"study_design_scores_gemma":[0.00000120027,0.0001083652,0.9983137,0.000017514,0.00001680671,0.0001313966,0.0008992506,0.00003892268,0.00005398317,0.0001104288,0.0003060575,0.000002446014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973868,0.0004390062,0.00006465888,0.00006116096,0.000004823255,0.000005699679,0.00004677283,7.109622e-7,0.001990313],"genre_scores_gemma":[0.99901,0.0003794367,0.00009242335,0.00002431152,0.000004311552,0.000005662242,0.0000402514,4.373896e-7,0.0004433075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0027069,"threshold_uncertainty_score":0.009055436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316501694206521,"score_gpt":0.34692688118584,"score_spread":0.3337618642437748,"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."}}