{"id":"W4231542139","doi":"10.3410/f.717968610.793468321","title":"Faculty Opinions recommendation of Open access versus subscription journals: a comparison of scientific impact.","year":2013,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Library science; Computer science; Data science; World Wide Web; Medical education; Medicine","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003752714,0.001260521,0.001302732,0.008200613,0.0005895658,0.002217202,0.002593552,0.001474611,0.01208047],"category_scores_gemma":[0.02771629,0.0003820804,0.001331091,0.01992794,0.0003819477,0.001276823,0.001522306,0.001347216,0.01225294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003281526,"about_ca_system_score_gemma":0.004400385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08601346,"about_ca_topic_score_gemma":0.1491124,"domain_scores_codex":[0.9956666,0.0008069826,0.0006889381,0.0007648041,0.001757069,0.0003155001],"domain_scores_gemma":[0.9851034,0.004673863,0.00396008,0.001666997,0.003593459,0.00100219],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0007753588,0.0001371124,0.0287332,0.001475026,0.0003693987,0.00004424508,0.0000973682,0.0009782772,0.0002864978,0.0009593205,0.9536973,0.01244696],"study_design_scores_gemma":[0.001283361,0.000104036,0.2196669,0.0007586019,0.0004950966,0.0002682381,0.0004100091,0.004252451,0.00191173,0.002131682,0.7685943,0.0001234457],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003656087,0.0002797905,0.0001210451,0.000195323,0.00002944283,0.00002652835,0.9941632,0.0001913509,0.00133736],"genre_scores_gemma":[0.005403229,0.0001703407,0.0006098648,0.00007365696,0.0000213033,0.0000866934,0.9922714,0.00005296132,0.001310543],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9962473,"threshold_uncertainty_score":0.1710256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6925916288795719,"score_gpt":0.6689692607407867,"score_spread":0.02362236813878527,"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."}}