{"id":"W4410292500","doi":"10.58840/cpyxa586","title":"Exploring the Geographical Diversity of Canada: Landscapes, Climate, and Human Interaction","year":2025,"lang":"en","type":"article","venue":"OTS Canadian Journal","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Geography; Political science; Law","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":[0.00112249,0.0002356612,0.0004038947,0.002346128,0.02095162,0.006825923,0.00116054,0.0004817542,0.004335765],"category_scores_gemma":[0.002622928,0.0002219312,0.0002802446,0.006432233,0.006685172,0.001489583,0.004400656,0.001022306,0.0001720138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06891783,"about_ca_system_score_gemma":0.101468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.99648,"about_ca_topic_score_gemma":0.9989514,"domain_scores_codex":[0.9984896,0.0003013469,0.0000316348,0.0001329426,0.0004167215,0.000627713],"domain_scores_gemma":[0.9981653,0.0004366772,0.0001649577,0.00005807849,0.0004720183,0.0007030374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001000866,0.0000989286,0.3496512,0.0003725097,0.0001047316,0.001541959,0.4857649,0.001180472,0.0008027057,0.03000104,0.02412704,0.1062543],"study_design_scores_gemma":[0.000006779947,0.00002599753,0.2453065,0.0003322771,0.00003503612,0.0002505888,0.6703622,0.0005018355,0.0001273369,0.002399788,0.08057979,0.00007183319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9032112,0.004160966,0.0008702401,0.01018171,0.0000902956,0.0000686308,0.001158968,0.00002897637,0.08022904],"genre_scores_gemma":[0.9949204,0.001426948,0.0004256585,0.0004052492,0.00000666611,0.00001628549,0.0001362717,0.000008814466,0.002653585],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06891783,"threshold_uncertainty_score":0.5000361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06094888489449569,"score_gpt":0.3110967245190829,"score_spread":0.2501478396245873,"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."}}