{"id":"W3207415295","doi":"10.3998/jep.153","title":"What Are the Characteristics of Canadian Independent, Scholarly Journals? Results from a Website Analysis","year":2021,"lang":"en","type":"article","venue":"Journal of Electronic Publishing","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Publishing; Scholarship; Scholarly communication; Subject (documents); Dominance (genetics); Impact factor; Library science; Portrait; Political science; Sociology; Public relations; Computer science; History; Law; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007541918,0.000539356,0.0008339027,0.0294407,0.009761339,0.01423648,0.002355789,0.001103395,0.004375268],"category_scores_gemma":[0.06847993,0.0004634479,0.0009927691,0.05440305,0.003814635,0.003256415,0.003876114,0.001197293,0.0008922576],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03792725,"about_ca_system_score_gemma":0.07309557,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9020346,"about_ca_topic_score_gemma":0.937313,"domain_scores_codex":[0.9848631,0.001091185,0.001022235,0.001220317,0.01010976,0.001693411],"domain_scores_gemma":[0.8638191,0.02561707,0.02275722,0.003247849,0.07076205,0.01379669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001890512,0.00008849489,0.8797723,0.0005850977,0.0001409644,0.0006506326,0.05801642,0.0001632467,0.0009161519,0.003582665,0.008034785,0.04786021],"study_design_scores_gemma":[0.000007296544,0.00003295848,0.9198404,0.0001902329,0.00008271999,0.0003030762,0.06108157,0.0002988776,0.0002753538,0.0004205289,0.01739763,0.00006931462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9525391,0.002234448,0.00051927,0.002910231,0.0000900535,0.000204314,0.006187986,0.00007776391,0.0352369],"genre_scores_gemma":[0.9890805,0.001786364,0.001364431,0.0004015674,0.00006725459,0.00008007938,0.003278455,0.0000632098,0.003878179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9857635,"threshold_uncertainty_score":0.2751828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3340776664748603,"score_gpt":0.4676257342216869,"score_spread":0.1335480677468266,"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."}}