{"id":"W2147137475","doi":"10.5210/fm.v12i10.1959","title":"From production to publishing at CJC online: Experiences, insights, and considerations for adoption","year":2007,"lang":"en","type":"article","venue":"First Monday","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Audience measurement; Electronic publishing; Production (economics); Focus (optics); Public relations; Business; Political science; The Internet; Advertising; World Wide Web; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01506253,0.0003338143,0.000360351,0.002598922,0.01481512,0.01696628,0.002537577,0.003096105,0.006094211],"category_scores_gemma":[0.06681375,0.0004360336,0.0004101111,0.005634928,0.008164805,0.0134045,0.006390397,0.005733692,0.0009610101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007589838,"about_ca_system_score_gemma":0.01220601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0491408,"about_ca_topic_score_gemma":0.06041625,"domain_scores_codex":[0.9783781,0.009210178,0.00104487,0.0009973212,0.006834548,0.003534951],"domain_scores_gemma":[0.9309446,0.0369014,0.004869422,0.003165944,0.0119196,0.01219893],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001107379,0.0004704544,0.02766117,0.0002558538,0.00001705956,0.005027199,0.8062001,0.0001901279,0.001270059,0.02930128,0.01657791,0.112918],"study_design_scores_gemma":[0.00002078504,0.0001606771,0.01286476,0.0002941933,0.00001724188,0.001814324,0.7718886,0.0004120244,0.0009473641,0.006377126,0.205098,0.0001050168],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.832532,0.002461009,0.003417498,0.04499961,0.0005822908,0.000139887,0.0001103898,0.0001385385,0.1156188],"genre_scores_gemma":[0.9823442,0.001878023,0.00222264,0.002606649,0.0002290084,0.00006352768,0.00006744298,0.00008844515,0.01050004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9849375,"threshold_uncertainty_score":0.09770954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4981744242324274,"score_gpt":0.5093103750540346,"score_spread":0.01113595082160723,"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."}}