{"id":"W4251462440","doi":"10.15173/mjc.v5i0.2077","title":"Preface","year":2019,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.00212234,0.001030614,0.0006902043,0.004010756,0.004286722,0.004467969,0.001356487,0.001287792,0.5217901],"category_scores_gemma":[0.02860348,0.000314915,0.0005526664,0.002655053,0.0007567905,0.00258294,0.002147305,0.00402987,0.3469926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002712959,"about_ca_system_score_gemma":0.00359671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0129561,"about_ca_topic_score_gemma":0.01242097,"domain_scores_codex":[0.9985318,0.0002683853,0.00008401089,0.0001608668,0.0008223443,0.0001326017],"domain_scores_gemma":[0.9831886,0.002625272,0.0004520153,0.001023752,0.01088367,0.00182668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009997948,0.000007266361,0.00003615294,0.00003748245,7.128879e-7,0.00001759903,0.00004237103,0.00001338788,0.0000221307,0.001454281,0.9856872,0.01267139],"study_design_scores_gemma":[0.000003772265,0.000008989207,0.0002351398,0.0001200208,0.000001336154,0.00003218864,0.0001276401,0.00001493614,0.0000472116,0.001373807,0.9980298,0.000005225786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0009139333,0.006491505,0.003361778,0.04143543,0.2692593,0.0006933678,0.01299111,0.001355524,0.663498],"genre_scores_gemma":[0.004917763,0.00361852,0.001622526,0.0083338,0.0386105,0.0004923058,0.0079439,0.0008219213,0.9336388],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5217901,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02152620645269809,"score_gpt":0.2685085785968745,"score_spread":0.2469823721441764,"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."}}