{"id":"W4297154469","doi":"10.3390/ani12192562","title":"Interviews with Indian Animal Shelter Staff: Similarities and Differences in Challenges and Resiliency Factors Compared to Western Counterparts","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Thematic analysis; Context (archaeology); Animal welfare; Public relations; Exploratory research; Qualitative research; Politics; Flexibility (engineering); Political science; Psychology; Socioeconomics; Economic growth; Sociology; Geography; Social science; Ecology; Management","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001225039,0.0001825475,0.0002670314,0.00009500997,0.0001286654,0.00004948903,0.0001217328,0.00003529628,0.00004797791],"category_scores_gemma":[0.00001908529,0.0001535914,0.00002208877,0.00004367459,0.00009589566,0.0000118328,0.000397621,0.0001135965,0.00000156697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001767917,"about_ca_system_score_gemma":0.00001438094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008512023,"about_ca_topic_score_gemma":0.00417611,"domain_scores_codex":[0.9989353,0.0001032302,0.0002060491,0.0004064817,0.0001344114,0.0002144727],"domain_scores_gemma":[0.9996685,0.0000296302,0.00006360109,0.000136538,0.00003357257,0.00006809957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001809302,0.0003081454,0.8644254,0.0002004706,0.0002231896,0.00006907376,0.05242603,0.000003370635,0.07771338,0.0001661515,0.001519426,0.001136107],"study_design_scores_gemma":[0.0004602565,0.003637118,0.9374531,0.00006105396,0.0000137822,0.00003723849,0.03537188,0.000004187644,0.003805371,0.00002043788,0.01880283,0.0003327413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941252,0.004628642,0.000001885625,0.0004728004,0.00003592279,0.0002026499,0.00004971565,0.00001014615,0.0004730021],"genre_scores_gemma":[0.9986497,0.0007720531,0.00002499868,0.0002470604,0.00003197871,0.00007721796,0.00001003711,0.00001585826,0.0001711623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07390801,"threshold_uncertainty_score":0.6263274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05392658331111296,"score_gpt":0.3280357276789366,"score_spread":0.2741091443678236,"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."}}