{"id":"W1983521959","doi":"10.3138/jvme.28.3.94","title":"Tidings from the Field","year":2001,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Medical education; Medicine; Political science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001824838,0.00005181876,0.00008337225,0.00002399727,0.0001405682,0.00003463775,0.000236101,0.00006423571,0.00696269],"category_scores_gemma":[0.0005075576,0.00002874831,0.00005570644,0.00001510948,0.0001016834,0.0001392937,0.00002199776,0.0002847707,0.00002452299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001609955,"about_ca_system_score_gemma":0.0001469757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001226255,"about_ca_topic_score_gemma":0.00009246209,"domain_scores_codex":[0.9994336,0.00003097881,0.0001966237,0.00004814122,0.0002141827,0.00007647489],"domain_scores_gemma":[0.9995035,0.0001229497,0.0001292443,0.00008611015,0.00009159235,0.00006663206],"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":[0.00007742891,0.0002310119,0.0005636309,0.000004487911,0.00003896649,0.00004121924,0.01900914,7.888996e-8,0.0001177301,0.008792191,0.8632248,0.1078993],"study_design_scores_gemma":[0.0001097456,0.0003509237,0.0007847656,0.00007559727,0.00001712581,0.0002303395,0.008129615,0.000004851113,0.00001308322,0.003379772,0.9868657,0.00003848869],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972369,0.00138273,0.00005750759,0.08481199,0.002398201,0.00003756527,0.000001349973,0.00001715196,0.01405665],"genre_scores_gemma":[0.9844913,0.0004576977,0.00005601176,0.009539145,0.003706513,0.000002302778,0.000003520256,0.00000461914,0.001738921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1236409,"threshold_uncertainty_score":0.9939451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05960747474687901,"score_gpt":0.3304172964506409,"score_spread":0.2708098217037619,"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."}}