{"id":"W2601059713","doi":"","title":"Creating, Shaping, Signifying : 10th Brno Conference of English, American and Canadian Studies","year":2015,"lang":"en","type":"article","venue":"","topic":"European Cultural and National Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Linguistics; History; Political science; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004363749,0.00004624766,0.0001024406,0.0000417699,0.0002148444,0.00005121857,0.00009308627,0.00001246606,0.00006106039],"category_scores_gemma":[0.002792176,0.00003647681,0.0000137709,0.0001572419,0.0004227057,0.0001925282,0.00003135799,0.00003930148,0.000007329703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006811818,"about_ca_system_score_gemma":0.0002414972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5727177,"about_ca_topic_score_gemma":0.8096829,"domain_scores_codex":[0.9993849,0.00008830166,0.0000976782,0.00009988309,0.0001977084,0.0001315345],"domain_scores_gemma":[0.9985368,0.00006669245,0.0000618616,0.00003432461,0.00109746,0.0002028578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008337076,0.00003650423,0.1969624,0.00002867225,0.0001055382,0.000007835332,0.337618,0.000007579812,0.0001182823,0.4372298,0.01855016,0.009327029],"study_design_scores_gemma":[0.0005012618,0.0002280384,0.112223,0.0001098072,0.00004834804,6.675303e-7,0.5827411,0.00006534546,0.0003169733,0.006410372,0.2968522,0.0005028709],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5792659,0.0002648002,0.000003180844,0.0004143339,0.0001054684,0.00005638302,0.000003593041,0.00002464332,0.4198617],"genre_scores_gemma":[0.9935272,0.000163818,0.0003337635,0.0001325791,0.0001424614,0.000001088591,0.00000105911,0.000002111783,0.005695955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4308194,"threshold_uncertainty_score":0.4301276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2108427119609189,"score_gpt":0.3650525237511556,"score_spread":0.1542098117902367,"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."}}