{"id":"W4391863597","doi":"10.51644/9780889205666-002","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":[0.001152887,0.0008360756,0.0006689206,0.001867852,0.00313072,0.004520533,0.001622399,0.001661021,0.6675715],"category_scores_gemma":[0.006015006,0.0003814012,0.0005462788,0.001735291,0.000790227,0.003585478,0.002829879,0.003067264,0.4765934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002439617,"about_ca_system_score_gemma":0.003232481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006817924,"about_ca_topic_score_gemma":0.008403949,"domain_scores_codex":[0.9989803,0.0001273688,0.00006772885,0.0002031535,0.000490731,0.000130611],"domain_scores_gemma":[0.9973109,0.0003579583,0.00009559866,0.0003066214,0.001439798,0.0004891971],"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":[0.00001702206,0.00001517341,0.0001083482,0.00007312077,0.000001435842,0.00004870345,0.00009970092,0.00003098367,0.00009046465,0.007328301,0.9637191,0.02846772],"study_design_scores_gemma":[0.000001743936,0.00000559899,0.0001781238,0.00004602546,5.061459e-7,0.00002661459,0.00007662389,0.00001144784,0.00002905154,0.0009518279,0.9986705,0.000002002709],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007342338,0.003299041,0.001984802,0.01267029,0.03870311,0.0002878157,0.007127999,0.0007738912,0.9344187],"genre_scores_gemma":[0.003122393,0.001664071,0.0007232281,0.003162747,0.004457092,0.0001379342,0.004761425,0.0003949723,0.9815761],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6675715,"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."}}