{"id":"W4402060564","doi":"10.1061/9780784485590.013","title":"Advanced Permanent Remote Pig Tracking","year":2024,"lang":"en","type":"article","venue":"","topic":"Animal Behavior and Welfare Studies","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pure North; University of Alberta","funders":"","keywords":"Computer science; Tracking (education); Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001316931,0.0004577093,0.0003514153,0.0005809987,0.0003600161,0.000946603,0.001145867,0.001017712,0.01121453],"category_scores_gemma":[0.0008510586,0.0002768502,0.0005377536,0.0004477343,0.0003212818,0.001174569,0.001252351,0.0007000243,0.003369295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003615292,"about_ca_system_score_gemma":0.0004850474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001614466,"about_ca_topic_score_gemma":0.002494656,"domain_scores_codex":[0.9991632,0.0001828285,0.00002818989,0.0002502716,0.0002715271,0.0001040112],"domain_scores_gemma":[0.9991555,0.0001609385,0.0001612208,0.0002380252,0.0001942022,0.00009013867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007410759,0.0003491561,0.01818317,0.0005974367,0.00006696365,0.0005835064,0.0003967512,0.005630946,0.3127941,0.004905419,0.01400906,0.6417425],"study_design_scores_gemma":[0.0002689964,0.009913078,0.09678115,0.0006340099,0.0003129129,0.009945706,0.0004564651,0.1207515,0.2557736,0.00686708,0.4979713,0.0003241184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1999584,0.00182386,0.7238329,0.001020415,0.0006178515,0.0005692213,0.001504933,0.007620122,0.06305236],"genre_scores_gemma":[0.5785523,0.001630663,0.3597331,0.0008961433,0.0002695018,0.0003432118,0.002343241,0.0004177204,0.05581414],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01121453,"threshold_uncertainty_score":0.0375163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07454670781209839,"score_gpt":0.3752964916949342,"score_spread":0.3007497838828358,"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."}}