{"id":"W2028838114","doi":"10.3138/jvme.38.1.33","title":"Open Access of Publications by Veterinary Faculty in the United States and Canada","year":2011,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Promotion (chess); MEDLINE; Free access; Veterinary medicine; Library science; Medicine; Political science; Medical education; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics","open_science"],"consensus_categories":[],"category_scores_codex":[0.00341071,0.0004881386,0.0007233195,0.04526078,0.004159405,0.006666664,0.001433453,0.0005197414,0.01172828],"category_scores_gemma":[0.03499187,0.0002897664,0.0006966803,0.09454052,0.001609984,0.001491949,0.002035527,0.0005109941,0.001572433],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0304476,"about_ca_system_score_gemma":0.09460256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9355965,"about_ca_topic_score_gemma":0.9526492,"domain_scores_codex":[0.9904619,0.0005780415,0.00105511,0.0006476138,0.005892939,0.001364409],"domain_scores_gemma":[0.9308007,0.01116866,0.01168185,0.001322133,0.03484805,0.01017856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007862016,0.0001161973,0.5249236,0.005747231,0.0005073485,0.001764115,0.008339581,0.0004940087,0.001384428,0.009336298,0.1251821,0.3214189],"study_design_scores_gemma":[0.00003694775,0.00005478519,0.8360663,0.001291363,0.0001419772,0.0008284432,0.005343121,0.0003489428,0.0005690359,0.0008637701,0.1543757,0.00007948819],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4689437,0.1018943,0.0006548688,0.01036975,0.00086329,0.0003770324,0.2543522,0.0005642776,0.1619805],"genre_scores_gemma":[0.8165463,0.07870834,0.002298982,0.001345814,0.0003931412,0.0001945657,0.05826785,0.0001656228,0.04207931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9985666,"threshold_uncertainty_score":0.2209138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.835368762935936,"score_gpt":0.6633882952517739,"score_spread":0.1719804676841621,"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."}}