{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.03303657,0.0003219917,0.0007142093,0.003688396,0.007976437,0.01453255,0.002859309,0.01046769,0.104085],"category_scores_gemma":[0.3423833,0.0003768965,0.0009090842,0.005226302,0.005814304,0.01371619,0.005194991,0.005345654,0.006838782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007091478,"about_ca_system_score_gemma":0.02225098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02762844,"about_ca_topic_score_gemma":0.04248797,"domain_scores_codex":[0.9626767,0.01235991,0.002942144,0.002052246,0.01529645,0.004672505],"domain_scores_gemma":[0.4786626,0.3311391,0.03242375,0.01503331,0.09180761,0.05093379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.002277394,0.000510309,0.0480366,0.001640536,0.0001273956,0.001650282,0.004495791,0.0005179494,0.0007711563,0.2584591,0.4898857,0.1916277],"study_design_scores_gemma":[0.0009432584,0.0004633191,0.1174534,0.005227706,0.0002991667,0.001943701,0.02407547,0.001167734,0.00157011,0.22112,0.6255114,0.0002247651],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04616892,0.004863265,0.000621432,0.749065,0.007222963,0.0001055045,0.0009835883,0.000115449,0.1908538],"genre_scores_gemma":[0.7064482,0.006330422,0.00236844,0.2097424,0.01122195,0.0003357475,0.0006419918,0.0001512585,0.0627597],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9971407,"threshold_uncertainty_score":0.3481991,"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."}}