{"id":"W4220786073","doi":"10.1515/9780823291083-001","title":"Preface","year":2022,"lang":"en","type":"book-chapter","venue":"Fordham University Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","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":[0.000612924,0.0006234956,0.0004018862,0.001912415,0.00464934,0.003895383,0.0008420885,0.001235889,0.3799371],"category_scores_gemma":[0.002574778,0.0002601634,0.0002330141,0.001814042,0.0008221474,0.001921644,0.001211822,0.002247193,0.1569403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005427734,"about_ca_system_score_gemma":0.004747152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08085855,"about_ca_topic_score_gemma":0.1458395,"domain_scores_codex":[0.9994963,0.00005004117,0.0000192084,0.00007999447,0.0002796252,0.00007473298],"domain_scores_gemma":[0.9985983,0.0001400699,0.00003714932,0.00008517246,0.0009020034,0.0002373432],"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":[0.000005865157,0.000004095766,0.00004465005,0.00002509559,2.531239e-7,0.00002464077,0.0001401023,0.000008684987,0.00004934318,0.006443784,0.9779488,0.01530461],"study_design_scores_gemma":[3.055954e-7,9.541016e-7,0.0001052024,0.00001818014,1.42074e-7,0.0000108615,0.00006681443,0.000003009063,0.00001041295,0.0002564167,0.9995269,7.985452e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006144205,0.007157036,0.0006404683,0.01826406,0.0275217,0.0001528097,0.003261575,0.0003617716,0.9420263],"genre_scores_gemma":[0.001842482,0.001458987,0.0002351798,0.001417748,0.001679769,0.00002778127,0.0007823508,0.00009046224,0.9924654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9191415,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334256217053227,"score_gpt":0.1918170131861897,"score_spread":0.1684744510156574,"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."}}