{"id":"W4410370780","doi":"10.7202/1117631ar","title":"Northern Ontario in Historical Statistics, 1871–2021: Expansion, Growth, and Decline in a Hinterland-Colonial Region by David Leadbeater with Pat Marcuccio, Charlene Faiella, Tomasz Mrozewski and Caitlin Richer","year":2025,"lang":"en","type":"article","venue":"Ontario History","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Colonialism; Geography; Genealogy; History; Economic geography; Cartography; Demography; Sociology; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003709062,0.0002061287,0.0003919684,0.0005717329,0.0003043514,0.00008676619,0.0001832277,0.0002333376,0.0005837404],"category_scores_gemma":[0.0000722405,0.0002425876,0.00003611916,0.0001654782,0.0004931335,0.0002179723,0.00006467344,0.0005120977,0.0000110118],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03892548,"about_ca_system_score_gemma":0.003684174,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984273,"about_ca_topic_score_gemma":0.9999939,"domain_scores_codex":[0.9982304,0.0001763414,0.0003701928,0.0005380637,0.0002887615,0.0003962185],"domain_scores_gemma":[0.9993243,0.00008823334,0.0001103181,0.0001965449,0.00007802126,0.0002026435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003764565,0.0002122849,0.6309897,0.00005434433,0.00002529998,0.0004594859,0.1783454,9.903838e-7,0.0001091015,0.0006531127,0.1842016,0.004572228],"study_design_scores_gemma":[0.001067296,0.00008717229,0.1348957,0.00007471636,0.00002958881,0.000003791164,0.0002998916,0.000001937309,0.000001555648,0.0001815295,0.8630959,0.0002609704],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826343,0.004143705,0.0001025064,0.002480817,0.001010363,0.0004011457,0.00001495945,0.0000278028,0.009184384],"genre_scores_gemma":[0.6152192,0.0004750287,0.0003534798,0.00111303,0.0001295526,0.00007603515,0.00005511472,0.0000399717,0.3825386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6788943,"threshold_uncertainty_score":0.9892433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00794609330048037,"score_gpt":0.1940142561570286,"score_spread":0.1860681628565482,"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."}}