{"id":"W7115929245","doi":"10.60870/sddw-e947","title":"Healthy Animals, Healthy Canada","year":2025,"lang":"","type":"report","venue":"CCA_Repo","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.006753276,0.00415535,0.007209776,0.001996242,0.002443039,0.0005468639,0.002927555,0.003015451,0.002911323],"category_scores_gemma":[0.00534148,0.004835311,0.001535332,0.005580519,0.000711073,0.0002714417,0.001731887,0.006677344,0.00246304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.07624125,"about_ca_system_score_gemma":0.5140278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876091,"about_ca_topic_score_gemma":0.9865679,"domain_scores_codex":[0.9667775,0.002123917,0.009000551,0.0064832,0.009025806,0.006589019],"domain_scores_gemma":[0.9732843,0.001313859,0.00810996,0.007386593,0.005423663,0.004481603],"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":[0.002049998,0.0007227239,0.004031072,0.01421574,0.001660319,0.007060942,0.0001090494,0.0000771846,0.0001106441,0.0005664375,0.9535207,0.01587515],"study_design_scores_gemma":[0.002096131,0.001154682,0.005291835,0.00265506,0.001021043,0.002984925,0.000343908,0.0001613954,0.00007153177,0.0001011203,0.9808519,0.003266503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01282035,0.2356885,0.00004004531,0.01172734,0.05076344,0.009501187,0.01035429,0.001112788,0.6679921],"genre_scores_gemma":[0.5274777,0.08219058,0.0009420663,0.01505742,0.01219728,0.001923831,0.006442087,0.003953135,0.3498158],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5146574,"threshold_uncertainty_score":0.9988557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384588281759037,"score_gpt":0.328252289191042,"score_spread":0.2897934610151384,"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."}}