{"id":"W2564107690","doi":"10.29173/cais265","title":"The Effects of Electronic Publication on Social Science Researchers in Canada","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Government (linguistics); Commodity; Publishing; Revenue; Electronic publishing; Public relations; Information Dissemination; Business; Political science; World Wide Web; Computer science; The Internet; Accounting","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01448244,0.0004457193,0.001103814,0.01217511,0.01440037,0.01406256,0.003346383,0.002980156,0.01633209],"category_scores_gemma":[0.1134305,0.0006331767,0.000951,0.03427718,0.006130415,0.003939086,0.007730233,0.003522896,0.001367526],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.2032712,"about_ca_system_score_gemma":0.3509228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9920595,"about_ca_topic_score_gemma":0.991232,"domain_scores_codex":[0.9559186,0.005292143,0.002262095,0.001688315,0.02551898,0.009319966],"domain_scores_gemma":[0.7473468,0.06252345,0.02974771,0.006246322,0.1199319,0.03420378],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002554206,0.0008016787,0.4710821,0.001143321,0.000461654,0.003122976,0.02540229,0.004686747,0.001520764,0.07683453,0.1862914,0.2260984],"study_design_scores_gemma":[0.0005533157,0.0003398677,0.6794367,0.001042671,0.0003396323,0.0006301678,0.03716434,0.003892319,0.00174727,0.008070322,0.2663674,0.0004160058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5897008,0.01581931,0.0004517694,0.2031594,0.001536517,0.0002977184,0.008134909,0.0002457093,0.1806539],"genre_scores_gemma":[0.9403096,0.01120438,0.0005213713,0.008473021,0.0005519926,0.00009926912,0.001736174,0.00008201274,0.03702214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9859374,"threshold_uncertainty_score":0.9240925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2019533298700191,"score_gpt":0.4272840212214833,"score_spread":0.2253306913514643,"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."}}