{"id":"W4407220213","doi":"10.59962/9780774870412","title":"Transforming the Prairies","year":2024,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.001051466,0.000317235,0.0001735839,0.0005227846,0.01252153,0.008225463,0.001032897,0.00146363,0.01033039],"category_scores_gemma":[0.001401449,0.0002463824,0.0002166188,0.0008116165,0.01550644,0.003641226,0.004166181,0.005494465,0.002053053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02104744,"about_ca_system_score_gemma":0.04045704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6974601,"about_ca_topic_score_gemma":0.8767138,"domain_scores_codex":[0.9988415,0.0002469117,0.00001544202,0.0001198866,0.000419073,0.000357171],"domain_scores_gemma":[0.9995228,0.0000676858,0.00002253887,0.00006106441,0.0001550632,0.0001709746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001104298,0.00002106648,0.0004923339,0.00005537198,0.00000291036,0.0002208514,0.04353747,0.0002110415,0.000477352,0.834218,0.06317995,0.0575725],"study_design_scores_gemma":[0.000001392176,0.000004574672,0.000578881,0.00006372675,0.000001507725,0.00005563432,0.008342112,0.00005948926,0.0000711685,0.009600957,0.9812137,0.000006765415],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01086562,0.005822135,0.002634189,0.01610465,0.0008231169,0.00005383146,0.00006826437,0.0001196806,0.9635087],"genre_scores_gemma":[0.2674163,0.006980512,0.004714185,0.003742963,0.0001396747,0.00004158782,0.00006745826,0.0001267654,0.7167705],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3025399,"threshold_uncertainty_score":0.6086433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01159493639060262,"score_gpt":0.1809155390054991,"score_spread":0.1693206026148965,"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."}}