{"id":"W7101043735","doi":"","title":"And The British Columbia Geography Articulation Committee","year":2007,"lang":"en","type":"article","venue":"","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Articulation (sociology); Human geography; Field (mathematics); Work (physics)","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":[0.002190667,0.00004382481,0.0001074603,0.00002845931,0.00267057,0.0007586023,0.0001201539,0.0000884781,0.0002929528],"category_scores_gemma":[0.0001538168,0.00004603903,0.0001238147,0.001256141,0.001440405,0.0001034051,0.00002371463,0.0001266714,0.000006790783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008062419,"about_ca_system_score_gemma":0.000008684287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1879575,"about_ca_topic_score_gemma":0.5265096,"domain_scores_codex":[0.9989187,0.0001639879,0.0001694038,0.00014931,0.0003047976,0.0002938006],"domain_scores_gemma":[0.9991685,0.0004649746,0.00003775812,0.0001055342,0.00007133354,0.0001519121],"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":[0.00003446129,0.00008515998,0.7263256,0.000004334795,0.00003997307,0.00001072925,0.001912915,4.640946e-7,0.000002440196,0.1105333,0.01484454,0.1462061],"study_design_scores_gemma":[0.0004272074,0.00001059623,0.4124752,0.000004283075,0.00001505248,0.000001104081,0.0005221312,0.000004569904,4.481407e-7,0.03441647,0.5520405,0.00008242946],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4214057,0.00265742,0.003040531,0.003709037,0.0004467039,0.0005657237,0.000002396509,0.0002515532,0.5679209],"genre_scores_gemma":[0.9948946,0.0003234583,0.0004364589,0.0008411299,0.000154963,0.000007142195,0.000001224005,0.000003607044,0.003337411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5734889,"threshold_uncertainty_score":0.9986278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00719894823083799,"score_gpt":0.2398242201217491,"score_spread":0.2326252718909111,"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."}}