{"id":"W4307122580","doi":"10.3390/ani12212897","title":"Beyond “Doing Better”: Ordinal Rating Scales to Monitor Behavioural Indicators of Well-Being in Cats","year":2022,"lang":"en","type":"article","venue":"Animals","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wildlife Conservation Society Canada","funders":"","keywords":"Reliability (semiconductor); Psychological intervention; Rating scale; Psychology; Safeguarding; Applied psychology; Anxiety; Scale (ratio); Interclass correlation; Computer science; Statistics; Intraclass correlation; Clinical psychology; Developmental psychology; Psychometrics; Medicine; Mathematics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002138393,0.0001182246,0.000176298,0.0001613879,0.0001690721,0.00001538028,0.0001677872,0.00003716468,0.0000879738],"category_scores_gemma":[0.00004423572,0.0001313739,0.00006697154,0.0001833504,0.00003675959,0.000005224525,0.0003929418,0.0001415535,0.000008540567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003916273,"about_ca_system_score_gemma":0.00001419077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000125519,"about_ca_topic_score_gemma":0.0001546429,"domain_scores_codex":[0.9989645,0.00007901373,0.0003044145,0.0002704745,0.0001665745,0.0002149451],"domain_scores_gemma":[0.9996347,0.00002316427,0.0001217202,0.0001375219,0.00003653578,0.0000463002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007326049,0.00004624846,0.2375773,0.000008671162,0.00002963801,0.00001107381,0.0005888168,0.0000367234,0.7594461,0.00006422393,0.0007816219,0.001336356],"study_design_scores_gemma":[0.0004074094,0.0008903124,0.2718052,0.00002832094,0.00002448514,0.00002278998,0.003482647,0.00000958595,0.7173523,0.00004666213,0.005612871,0.0003173725],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967564,0.0001850218,0.00001695047,0.0001661413,0.0001168009,0.0001356161,0.00001381043,0.000008357095,0.002600955],"genre_scores_gemma":[0.9986771,0.00000548497,0.0007318505,0.0002452568,0.0001103334,0.00006465249,0.00001444662,0.00001873795,0.0001321913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04209371,"threshold_uncertainty_score":0.5357274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01249102088658801,"score_gpt":0.3210142344572371,"score_spread":0.3085232135706492,"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."}}