{"id":"W4317106062","doi":"10.1177/00368504221150071","title":"Student insights towards animal welfare science and law. Survey results from Sassari University, Italy","year":2023,"lang":"en","type":"article","venue":"Science Progress","topic":"Human-Animal Interaction Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Università degli Studi di Sassari","keywords":"Animal welfare; Welfare; Quarter (Canadian coin); Legislation; Medical education; Psychology; Graduate students; Medicine; Political science; Law; Biology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001089637,0.0001224015,0.0001127864,0.0001535474,0.0009672177,0.0002391246,0.0006802244,0.00004505759,0.00000332202],"category_scores_gemma":[0.0003235382,0.000109952,0.00002252114,0.0010645,0.00321116,0.0000532017,0.001443294,0.00007897587,0.00002349201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006272621,"about_ca_system_score_gemma":0.0002195101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004828681,"about_ca_topic_score_gemma":0.0009070204,"domain_scores_codex":[0.9980386,0.00005146355,0.0001377567,0.0007616305,0.0006673679,0.0003431345],"domain_scores_gemma":[0.99883,0.0000185236,0.00007576927,0.0002944634,0.0006427896,0.0001384817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008264472,0.0002483696,0.05956555,0.00001558248,0.0001015594,0.0001139095,0.004856424,0.00001118466,0.9184995,0.005378779,0.002230724,0.008151937],"study_design_scores_gemma":[0.0004163059,0.0003195634,0.8859714,0.00001083953,0.000007897102,0.000003295451,0.002333678,0.00008102184,0.08831261,0.00001895878,0.02231226,0.0002121795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947791,0.0001570312,0.000001705326,0.0006594604,0.0002386493,0.000132543,0.0001119356,0.00003993794,0.003879609],"genre_scores_gemma":[0.9994382,0.00004489072,0.0001167104,0.00004739726,0.00005028292,0.000002474386,0.00003271498,0.000006115402,0.000261263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8301869,"threshold_uncertainty_score":0.9995015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03494686134687753,"score_gpt":0.3614850018570361,"score_spread":0.3265381405101586,"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."}}