{"id":"W4232521848","doi":"10.15173/mjc.v11i0.1409","title":"Preface","year":2016,"lang":"en","type":"article","venue":"The McMaster Journal of Communication","topic":"National Identity and Symbolism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001880571,0.0000235497,0.00004987726,0.00003094359,0.00028743,0.0000450897,0.0008502062,0.00002168377,0.0002990011],"category_scores_gemma":[0.0003887753,0.00001183182,0.00004071195,0.00007171743,0.0001631082,0.000404512,0.00006788778,0.00007452528,0.000047267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004124859,"about_ca_system_score_gemma":0.0000556438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005204324,"about_ca_topic_score_gemma":0.0002083818,"domain_scores_codex":[0.9990199,0.0004640152,0.000164232,0.00001971629,0.000272086,0.00006000749],"domain_scores_gemma":[0.9989784,0.0003691171,0.0002059051,0.0001852085,0.0002340524,0.00002734472],"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":[0.00008086541,0.0001214807,0.004276625,0.000002909955,0.00008278288,7.881858e-7,0.04091261,0.00001159546,0.004529951,0.6964722,0.02155229,0.2319559],"study_design_scores_gemma":[0.0005270442,0.00002916217,0.02793807,0.0001181264,0.00002709204,0.00001031034,0.002719996,0.000004339613,0.0006131562,0.2340015,0.7339368,0.00007438297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4301028,0.002347267,0.005846499,0.3587303,0.000490362,0.0002023702,0.000002144422,0.00002348787,0.2022548],"genre_scores_gemma":[0.9921547,0.0008986417,0.0003135755,0.0001501885,0.000122989,6.230169e-7,7.174982e-8,0.000002048999,0.006357166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7123845,"threshold_uncertainty_score":0.3273852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03748130339358684,"score_gpt":0.3227649526832835,"score_spread":0.2852836492896967,"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."}}