{"id":"W4323787742","doi":"10.33137/ic.v22i.39916","title":"Foreword","year":2022,"lang":"en","type":"article","venue":"Italian Canadiana","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":true,"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":[0.001076716,0.0007994671,0.0008116976,0.002056875,0.005402322,0.00544913,0.001446834,0.002442786,0.2832255],"category_scores_gemma":[0.006890356,0.0003103778,0.0004380976,0.002594752,0.001201391,0.001907262,0.001492953,0.004259353,0.1857569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009390031,"about_ca_system_score_gemma":0.01218695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2139509,"about_ca_topic_score_gemma":0.3228453,"domain_scores_codex":[0.9985179,0.00008136687,0.00006226874,0.000169275,0.0009529777,0.0002161627],"domain_scores_gemma":[0.9937472,0.0004590666,0.0001525066,0.0002324752,0.004601681,0.0008070185],"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":[0.000003053941,0.00000125947,0.00001467685,0.00002529531,3.934071e-7,0.000007451134,0.00003214156,0.000002796484,0.00002478771,0.0009174759,0.9948596,0.004111103],"study_design_scores_gemma":[8.847227e-7,0.000001408529,0.0001229466,0.0000418169,6.81874e-7,0.00001279893,0.0000546998,0.000003099238,0.00001709882,0.0001650849,0.9995773,0.000002104013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0004377892,0.01514082,0.0006176421,0.1530919,0.3551443,0.0002143763,0.004706718,0.0005483801,0.4700981],"genre_scores_gemma":[0.004685227,0.009934117,0.0004631413,0.03050477,0.0601498,0.0001141843,0.003013075,0.0005520535,0.8905837],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7860491,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00962448945916566,"score_gpt":0.2166799136596379,"score_spread":0.2070554242004722,"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."}}