{"id":"W1998647561","doi":"10.3138/jvme.30.2.92","title":"Executive Summary","year":2003,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology; Medicine; Medical education","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":[0.001065412,0.00008283243,0.0001647913,0.0001179658,0.00006318503,0.00001672657,0.0002172889,0.0001219922,0.001241985],"category_scores_gemma":[0.00461218,0.00006651903,0.0000997387,0.0002135001,0.0001037535,0.0001906363,0.00002588493,0.0003437444,0.00001439662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001860064,"about_ca_system_score_gemma":0.00256373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008644046,"about_ca_topic_score_gemma":0.000006519409,"domain_scores_codex":[0.9982775,0.0003962188,0.0003710367,0.00009746046,0.0006511011,0.0002066233],"domain_scores_gemma":[0.9988236,0.0001252031,0.0001218829,0.000142201,0.0004027497,0.0003843982],"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":[0.001221965,0.004124044,0.002959717,0.0002358123,0.0001980599,0.00101059,0.001701406,0.0003069964,0.001334108,0.3920597,0.0798343,0.5150133],"study_design_scores_gemma":[0.0004825693,0.0008792038,0.001323306,0.0001029254,0.00001123106,0.001831408,0.001676105,0.00003335859,0.0001939659,0.02371743,0.9696502,0.0000983038],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.867222,0.001344813,0.0001842606,0.003037547,0.001789639,0.00006285717,3.436703e-7,0.00001229846,0.1263462],"genre_scores_gemma":[0.9951715,0.0001923604,0.0005406387,0.0005928155,0.0002807156,0.000004857169,0.000002286225,0.000008693232,0.003206095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8898159,"threshold_uncertainty_score":0.999671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04055662380561598,"score_gpt":0.3723936169897626,"score_spread":0.3318369931841467,"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."}}