{"id":"W6902472151","doi":"10.6084/m9.figshare.c.7007824","title":"Supplementary material from \"Are regulations addressing farm animal welfare issues during live transportation fit for purpose? A multi-country jurisdictional check\"","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animal welfare; Livestock; Welfare; Space (punctuation); Legislation","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004394326,0.000828013,0.0006542019,0.0005232188,0.0003272103,0.0004074368,0.0003941317,0.0007347347,0.7537168],"category_scores_gemma":[0.00005894805,0.0009423153,0.0003370228,0.0002310249,0.00002565389,0.0002128037,0.00007297606,0.0003955766,0.00392591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003845948,"about_ca_system_score_gemma":0.0001196009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572706,"about_ca_topic_score_gemma":0.01128142,"domain_scores_codex":[0.996736,0.0000550733,0.0006810963,0.001225434,0.0006873376,0.0006150775],"domain_scores_gemma":[0.9984989,0.00002809955,0.0006675135,0.0004686758,0.0001781666,0.0001586621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002765268,0.0001338553,0.00004807616,0.003333277,0.0005463313,0.00009870996,0.001128233,0.00002816349,0.00112624,0.00001019323,0.9932317,0.0000386623],"study_design_scores_gemma":[0.001687763,0.00004661359,0.01427307,0.01818933,0.0004859738,0.000006947726,0.0005606613,0.0002468932,0.00162952,0.00001982666,0.9618042,0.001049224],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009338491,0.001924621,8.523926e-7,0.0001844659,0.0005116828,0.00227938,0.9923745,0.001061701,0.00072891],"genre_scores_gemma":[0.01054649,0.00000614465,0.001663257,0.00002502309,0.003992504,0.002620878,0.9287555,0.002504166,0.0498861],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7497909,"threshold_uncertainty_score":0.9993027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05689885386676873,"score_gpt":0.3218000486452858,"score_spread":0.264901194778517,"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."}}