{"id":"W614075352","doi":"10.21225/d53595","title":"Implications of Open Access Journals for Professional Associations","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of University Continuing Education","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Open access journal; Psychology; Medical education; Sociology; Medicine; Political science; MEDLINE; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","bibliometrics","scholarly_communication"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.009654637,0.00005241542,0.0001990828,0.02172691,0.0003265644,0.001745901,0.003873742,0.00006139479,0.0003810744],"category_scores_gemma":[0.01787045,0.00004704891,0.0001226876,0.02168287,0.00005942822,0.00276891,0.0001546907,0.0001496737,0.000004746274],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005500328,"about_ca_system_score_gemma":0.006547082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001288853,"about_ca_topic_score_gemma":0.006143106,"domain_scores_codex":[0.9980987,0.0001614332,0.0004944337,0.0001413658,0.0008887063,0.0002153462],"domain_scores_gemma":[0.9862021,0.001724807,0.001101083,0.0002114252,0.01015921,0.0006014142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0000168079,0.0001098106,0.3179179,0.000002308478,0.00002396654,5.007288e-7,0.0008245033,0.00007339957,0.000391938,0.006040426,0.2461874,0.4284111],"study_design_scores_gemma":[0.0003443779,0.0000337337,0.7388798,0.00004404026,0.00001761454,0.000006864151,0.002285813,0.00006968391,0.0001754345,0.006761074,0.2513147,0.00006682663],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482351,0.0005657493,0.007851407,0.03330384,0.00135558,0.0004664995,0.000244748,0.000002160273,0.007974916],"genre_scores_gemma":[0.9900037,0.0000310193,0.003088692,0.0001177054,0.0001578078,5.452342e-7,0.000005254898,0.000003665817,0.006591622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4283443,"threshold_uncertainty_score":0.9992904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5662083590230127,"score_gpt":0.6122572001089457,"score_spread":0.04604884108593299,"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."}}