{"id":"W2763462329","doi":"","title":"The Canadian geographer: Le geographe Canadien [Book Review]","year":2014,"lang":"en","type":"article","venue":"interactions","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geographer; Computer science; Geography; Economic 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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001017736,0.0001332671,0.0001616182,0.0002179467,0.00642619,0.0001653693,0.0005217634,0.00009071776,0.0007916987],"category_scores_gemma":[0.000608633,0.0001057855,0.0003413098,0.00194528,0.0006709713,0.0002298921,0.00002117402,0.0004212458,0.0001680295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457196,"about_ca_system_score_gemma":0.0003831869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8675892,"about_ca_topic_score_gemma":0.9939103,"domain_scores_codex":[0.9980158,0.0004400143,0.0002685101,0.0002547807,0.0003325695,0.0006883622],"domain_scores_gemma":[0.9980606,0.0005133302,0.00008685551,0.0003919024,0.0002351544,0.0007121096],"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":[0.000003951427,0.00003964904,0.004241948,0.00001271324,0.00007162734,0.000004677465,0.0006336343,0.000002210205,0.000001217605,0.1677148,0.7871437,0.04012984],"study_design_scores_gemma":[0.00005163219,0.00001805512,0.002255109,0.00007128236,0.00002805801,0.000002450702,0.0002134034,0.000004957465,9.10605e-7,0.002448818,0.9947585,0.0001468019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001373816,0.04499149,0.00009178428,0.09200331,0.002369262,0.0004691718,0.00002763198,0.0001677066,0.8597423],"genre_scores_gemma":[0.72101,0.0976056,0.0003964471,0.07186797,0.002420174,0.0007269541,0.00006563962,0.00007949843,0.1058277],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7539145,"threshold_uncertainty_score":0.9948673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009744259500757637,"score_gpt":0.2782634659347799,"score_spread":0.2685192064340222,"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."}}