{"id":"W4249269319","doi":"10.15173/mjc.v9i0.264","title":"Preface","year":2013,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dialogical self; Engineering ethics; Computer science; Social communication; Social media; Sociology; Engineering; Epistemology; World Wide Web; Communication; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001971153,0.0008435823,0.000789656,0.00280408,0.003212031,0.004381815,0.001580859,0.001518741,0.4354976],"category_scores_gemma":[0.01883166,0.0003553461,0.0004650475,0.002131226,0.0008777456,0.00293829,0.002177677,0.003352434,0.2618518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003077109,"about_ca_system_score_gemma":0.00339465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007877668,"about_ca_topic_score_gemma":0.009044074,"domain_scores_codex":[0.9983564,0.0002301161,0.0001111141,0.000204353,0.0009372109,0.0001607412],"domain_scores_gemma":[0.9888049,0.001561891,0.0003237543,0.0007068242,0.00704304,0.001559651],"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":[0.000009260332,0.00000648345,0.00005264258,0.00004538568,6.638134e-7,0.00002118525,0.00006952626,0.00001775584,0.00003935317,0.002290041,0.9797579,0.01768974],"study_design_scores_gemma":[0.000001676089,0.000007410884,0.0002030515,0.00007767849,6.167159e-7,0.00003483731,0.00009036816,0.00001561819,0.00002514383,0.0009372079,0.9986033,0.000003200366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001332899,0.009244428,0.003962971,0.05589232,0.2160463,0.0005492984,0.01064438,0.00148492,0.7008426],"genre_scores_gemma":[0.006947951,0.0065149,0.002227239,0.01198197,0.04178442,0.0003694957,0.00935353,0.0008946944,0.9199257],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4354976,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803196590048629,"score_gpt":0.3073286163975466,"score_spread":0.2792966504970603,"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."}}