{"id":"W2494336845","doi":"10.3726/978-3-0352-6277-3/4","title":"PART I. CONCEPTS IN CANADIAN GEOGRAPHY","year":2016,"lang":"en","type":"book-chapter","venue":"Peter Lang eBooks","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geography; Economic geography; Regional 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":[],"consensus_categories":[],"category_scores_codex":[0.000708576,0.001160447,0.0005095138,0.004423921,0.00565493,0.006867894,0.001385227,0.001357342,0.05673559],"category_scores_gemma":[0.001783192,0.0004489635,0.0004257494,0.01114441,0.006955932,0.003856583,0.001369589,0.002635073,0.008597707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05628983,"about_ca_system_score_gemma":0.04554622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9075814,"about_ca_topic_score_gemma":0.9487371,"domain_scores_codex":[0.9992765,0.00009263819,0.00002559642,0.0001020337,0.0003543401,0.0001488702],"domain_scores_gemma":[0.9993865,0.0001025435,0.00002946991,0.00003539824,0.0003489665,0.0000970995],"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":[0.000009301339,0.00001196014,0.0003221027,0.0002346265,0.000003921753,0.00004756855,0.002808547,0.000251115,0.0001371169,0.5331786,0.3918857,0.07110947],"study_design_scores_gemma":[0.000001062597,0.000001400935,0.0004676527,0.000114298,0.000002106206,0.00002509514,0.0004845561,0.00003397057,0.00002590805,0.02094778,0.9778903,0.000005804832],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001262581,0.06930074,0.003833419,0.01034401,0.00340017,0.00006795967,0.001118475,0.0001347771,0.9105379],"genre_scores_gemma":[0.03893839,0.07281325,0.004233417,0.003040426,0.001224966,0.0001053463,0.0009849792,0.0003219718,0.8783372],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09241861,"threshold_uncertainty_score":0.4084133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02264183948963042,"score_gpt":0.2711047821512992,"score_spread":0.2484629426616688,"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."}}