{"id":"W2473523307","doi":"10.5623/cig2015-301","title":"ADVANCES IN GEOSPATIAL STATISTICAL MODELLING, ANALYSIS AND DATA MINING","year":2015,"lang":"en","type":"article","venue":"GEOMATICA","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University; Simon Fraser University; University of New Brunswick","funders":"","keywords":"Geospatial analysis; Humanities; Geography; Cartography; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.004460299,0.000960019,0.00180913,0.00366394,0.0005268867,0.004317333,0.002324054,0.001206381,0.003238622],"category_scores_gemma":[0.01699874,0.0006262995,0.001208258,0.01127892,0.001949154,0.005135327,0.00250526,0.002908123,0.002325203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157618,"about_ca_system_score_gemma":0.003116439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006328178,"about_ca_topic_score_gemma":0.003566203,"domain_scores_codex":[0.9967963,0.0009525425,0.0003122101,0.0004856521,0.001347498,0.0001058076],"domain_scores_gemma":[0.9893711,0.006486291,0.0005092436,0.002089089,0.001358933,0.0001853687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006735483,0.0001104703,0.00383777,0.001217122,0.0001875575,0.00009613617,0.0002121398,0.05009973,0.002476199,0.260817,0.01593853,0.6649399],"study_design_scores_gemma":[0.0000182187,0.00006285425,0.002659691,0.0002932644,0.0001214099,0.0003187123,0.0001657746,0.3416707,0.0034769,0.4447286,0.2064163,0.00006752454],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004567705,0.04313114,0.9411038,0.003751988,0.0006258179,0.00004392738,0.0005333912,0.001085714,0.005156481],"genre_scores_gemma":[0.1407939,0.1094894,0.7378745,0.001033519,0.002957974,0.000168303,0.001927956,0.0004435999,0.005310897],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006328178,"threshold_uncertainty_score":0.02358866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05433346667079821,"score_gpt":0.3079598296451203,"score_spread":0.2536263629743221,"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."}}