{"id":"W4392089624","doi":"10.51644/9780889208230-002","title":"Preface","year":2006,"lang":"en","type":"book-chapter","venue":"","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009015932,0.0006754478,0.0004867653,0.002308059,0.003909927,0.003361097,0.001179618,0.001071383,0.4119959],"category_scores_gemma":[0.005525124,0.0002563457,0.000273711,0.002158604,0.0008693761,0.002391447,0.001501577,0.002863875,0.2126198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005284875,"about_ca_system_score_gemma":0.004336665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04665152,"about_ca_topic_score_gemma":0.06896032,"domain_scores_codex":[0.9991979,0.00008711193,0.00003567169,0.0001247113,0.0004741893,0.00008052381],"domain_scores_gemma":[0.9962692,0.0003700189,0.00007065892,0.0002367743,0.002492923,0.0005604107],"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":[0.000006479533,0.000006183403,0.00004413421,0.00003814488,4.889891e-7,0.00001909307,0.0001116123,0.00001805373,0.00005520897,0.006032662,0.9759813,0.01768676],"study_design_scores_gemma":[5.794077e-7,0.000001772962,0.0001105847,0.00002936469,2.727618e-7,0.00001615293,0.00004012472,0.00000542335,0.00002058235,0.0005574711,0.9992164,0.000001255759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.000829824,0.007538579,0.002309514,0.02376336,0.05801941,0.0002673742,0.008501531,0.0008366507,0.8979339],"genre_scores_gemma":[0.003412834,0.002693262,0.0008620494,0.002565521,0.00514886,0.00008157712,0.003347724,0.0003955956,0.9814926],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4119959,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340841814980795,"score_gpt":0.2100750834937436,"score_spread":0.1966666653439356,"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."}}