{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002045484,0.0006634232,0.000754438,0.002548902,0.002868809,0.003701654,0.001356492,0.0013836,0.3392844],"category_scores_gemma":[0.02214424,0.0003058031,0.0004163405,0.001807572,0.0006881439,0.002366212,0.001867837,0.003834621,0.1736722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234473,"about_ca_system_score_gemma":0.002617158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004364845,"about_ca_topic_score_gemma":0.005140706,"domain_scores_codex":[0.998574,0.0002263288,0.0001110011,0.0001669025,0.0008022446,0.0001195783],"domain_scores_gemma":[0.9858569,0.002329268,0.000476008,0.0007230061,0.008848953,0.001765938],"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":[0.000009856486,0.000007302692,0.00004312212,0.00004588076,7.335466e-7,0.00002005405,0.00005564039,0.00001515834,0.00004134811,0.00152757,0.9855591,0.01267419],"study_design_scores_gemma":[0.000002018265,0.000007826769,0.0002214624,0.00009409503,8.702749e-7,0.00004040818,0.00006903843,0.00001681162,0.00003002477,0.0009363586,0.9985778,0.000003342722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001378982,0.01055354,0.004331854,0.08318381,0.4439547,0.0005306018,0.009956814,0.001232916,0.4448768],"genre_scores_gemma":[0.01044638,0.01070669,0.003459231,0.02482864,0.1459024,0.0005778736,0.01111996,0.001283935,0.791675],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6607156,"threshold_uncertainty_score":0,"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."}}