{"id":"W7097731647","doi":"","title":"Doing medical journals differently: Open Medicine, open access, and academic freedom. Canadian","year":2007,"lang":"en","type":"article","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Publishing; Independence (probability theory); Politics; Field (mathematics); Open access publishing; Scholarly communication; Open data; Electronic publishing","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":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.01002892,0.0001955324,0.0003071469,0.002582205,0.01508607,0.01845947,0.001496685,0.003408759,0.01486105],"category_scores_gemma":[0.03825983,0.0003169088,0.0002828877,0.005591553,0.02732715,0.005614667,0.00652478,0.003866951,0.0004313547],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07117714,"about_ca_system_score_gemma":0.1309142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7401417,"about_ca_topic_score_gemma":0.901436,"domain_scores_codex":[0.9852837,0.003806741,0.0005699059,0.0008124087,0.006864787,0.002662471],"domain_scores_gemma":[0.9647722,0.01550804,0.004364064,0.001131509,0.004489491,0.009734681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009547946,0.00005273158,0.008717282,0.0002860724,0.00002317727,0.0009524034,0.02788974,0.0003076465,0.0002864568,0.8494599,0.05028084,0.06164818],"study_design_scores_gemma":[0.0001105894,0.00004740797,0.03687316,0.0006972491,0.00005954928,0.0009611922,0.03646244,0.00100155,0.0006344041,0.2270335,0.6959057,0.0002131456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07961105,0.01577052,0.003031956,0.4003578,0.001713144,0.0001255455,0.0003132359,0.00008197895,0.4989947],"genre_scores_gemma":[0.9490222,0.00574157,0.001955836,0.009996554,0.000460644,0.00002771954,0.00005732903,0.00002583223,0.03271228],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9985033,"threshold_uncertainty_score":0.5227772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2760208724810825,"score_gpt":0.5451106273183159,"score_spread":0.2690897548372335,"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."}}