{"id":"W2741078798","doi":"10.14714/cp87.1407","title":"A thank-you, long overdue","year":2017,"lang":"en","type":"article","venue":"Cartographic Perspectives","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Forcing (mathematics); Sociology; Environmental ethics; Philosophy; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007413004,0.001550649,0.001841356,0.001035603,0.01152652,0.01005054,0.001791387,0.005111423,0.0290632],"category_scores_gemma":[0.03716993,0.0006787135,0.0008773278,0.0007602698,0.00421879,0.01116604,0.006044536,0.01988008,0.02993757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002265514,"about_ca_system_score_gemma":0.003904256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002985537,"about_ca_topic_score_gemma":0.006638261,"domain_scores_codex":[0.9930387,0.002112074,0.0002662273,0.001263191,0.002733876,0.0005859729],"domain_scores_gemma":[0.9524903,0.00430091,0.001364771,0.001505615,0.02625025,0.01408809],"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":[0.00002931662,0.00002057052,0.0002575633,0.00004107931,0.00001063693,0.0001960784,0.001437187,0.0000212113,0.0002560701,0.004499951,0.9822496,0.01098073],"study_design_scores_gemma":[0.000005633941,0.00001851291,0.0002256937,0.00008428853,0.000004845782,0.0003156502,0.002138161,0.00004727965,0.0001223628,0.001755191,0.9952573,0.00002498455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002591611,0.01512899,0.003368375,0.6993541,0.2522831,0.00006803868,0.0004380551,0.00064619,0.02612156],"genre_scores_gemma":[0.03345285,0.007550451,0.006551946,0.3818021,0.06160362,0.0001943128,0.0004873385,0.0018309,0.5065266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0290632,"threshold_uncertainty_score":0.09722608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02703372481929009,"score_gpt":0.337624309194851,"score_spread":0.310590584375561,"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."}}