{"id":"W2949856455","doi":"10.1111/cag.12538","title":"The shifting context of academic geography in Canada","year":2019,"lang":"en","type":"article","venue":"Canadian Geographies / Géographies canadiennes","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Context (archaeology); Human geography; Politics; Economic geography; Sociology; Time geography; Strategic geography; Social science; Regional science; Development geography; Political science; Historical geography; Geography; Law","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001559242,0.0004636782,0.0006918123,0.003469047,0.00172651,0.00008843753,0.001659677,0.0003581297,0.0001579701],"category_scores_gemma":[0.0004672286,0.0004183779,0.0005481022,0.01899702,0.00284317,0.0003275249,0.00007005011,0.0009830333,0.00000880474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006141471,"about_ca_system_score_gemma":0.003462827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998267,"about_ca_topic_score_gemma":0.999998,"domain_scores_codex":[0.9943694,0.0004760137,0.001029827,0.000699173,0.0008943007,0.002531301],"domain_scores_gemma":[0.9955593,0.001365485,0.0003502251,0.0007691525,0.0003575468,0.001598274],"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":[0.00002750537,0.000009733507,0.902527,0.00002783352,0.00009551429,0.00003085019,0.002094237,0.00001272687,0.000003932315,0.06991877,0.001986319,0.02326552],"study_design_scores_gemma":[0.0003566586,0.00005583845,0.3294833,0.00009370838,0.0000286245,0.000002666925,0.05192958,0.000005790222,0.000007378186,0.003371949,0.6141126,0.000551895],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950386,0.01717084,4.808984e-7,0.004421186,0.002207116,0.000944468,0.0001552637,0.00006142179,0.02465324],"genre_scores_gemma":[0.9866024,0.01196467,0.00002289063,0.0008782245,0.0001218055,0.00008354382,0.00001953365,0.00004009258,0.0002668769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6121263,"threshold_uncertainty_score":0.9998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008327950737457011,"score_gpt":0.2095222333715226,"score_spread":0.2011942826340656,"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."}}