{"id":"W4253887051","doi":"10.1023/a:1024197904281","title":"Introduction","year":2003,"lang":"en","type":"article","venue":"Neohelicon","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Comparative literature; Section (typography); Queen (butterfly); Library science; Humanities; Sociology; Political science; History; Anthropology; Art; Literature","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000181659,0.00001837133,0.00003013753,0.00009278954,0.000452165,0.00009848552,0.00003844138,0.00003303642,0.0052578],"category_scores_gemma":[0.0001555771,0.00002635069,0.00001909861,0.0001129715,0.0001336424,0.00008549794,0.000001441118,0.00004102028,0.0008948265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515774,"about_ca_system_score_gemma":0.0002110246,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1194063,"about_ca_topic_score_gemma":0.5366265,"domain_scores_codex":[0.9996464,0.0000556207,0.00003958732,0.00007351409,0.00008395568,0.0001009834],"domain_scores_gemma":[0.999834,0.000007371707,0.0000132105,0.00006487989,0.00002081062,0.00005974492],"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":[0.000001068892,0.00001002104,0.0001015504,0.000001695146,0.000002251827,0.00000145626,0.003530665,0.000001314521,0.0003468477,0.6116687,0.3677666,0.01656781],"study_design_scores_gemma":[0.00003421764,0.000003652727,0.0001893856,5.385548e-7,0.000001888987,5.251907e-7,0.0004326057,1.540629e-7,0.00003988568,0.0009164666,0.9983478,0.00003287675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04173703,0.0003345289,0.00003419632,0.00625387,0.00184202,0.00006851444,0.000001201841,0.00006571312,0.9496629],"genre_scores_gemma":[0.6006075,0.0004627245,0.0002341717,0.001104844,0.004090035,0.00001146316,0.000003381325,0.00001312883,0.3934728],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6305812,"threshold_uncertainty_score":0.9998831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008657902202212377,"score_gpt":0.2256487472608824,"score_spread":0.21699084505867,"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."}}