{"id":"W4386311120","doi":"10.1515/9781772126631-001","title":"Introduction","year":2022,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004809416,0.0007653488,0.0006304375,0.001342087,0.004628756,0.00789916,0.001755103,0.002424908,0.3703958],"category_scores_gemma":[0.002068783,0.0003419524,0.0003878176,0.002278341,0.001922992,0.003049835,0.002173726,0.002421734,0.1583852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01115952,"about_ca_system_score_gemma":0.01208977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.197933,"about_ca_topic_score_gemma":0.3181528,"domain_scores_codex":[0.9988903,0.00007271732,0.0000281784,0.0002166016,0.0006057486,0.0001863544],"domain_scores_gemma":[0.9988795,0.00009155852,0.00002893142,0.000106088,0.000655487,0.0002383849],"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":[0.00001372072,0.00001539634,0.0002055353,0.0001396659,0.00000171195,0.00007811142,0.0006347405,0.00007709957,0.0001742954,0.05968811,0.8756196,0.06335197],"study_design_scores_gemma":[4.597085e-7,0.000001250254,0.00009475524,0.00004873197,3.759969e-7,0.00002177474,0.0001089192,0.000005836713,0.00001394672,0.000988042,0.9987146,0.000001376219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003627224,0.00571087,0.000609889,0.004593772,0.002692499,0.00005872731,0.001343968,0.0002329831,0.9843946],"genre_scores_gemma":[0.002711823,0.003008342,0.0003993203,0.001368816,0.000306622,0.00002115167,0.000726095,0.0001077416,0.9913501],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6296042,"threshold_uncertainty_score":0.898054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01316647840787301,"score_gpt":0.1760005650432922,"score_spread":0.1628340866354192,"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."}}