{"id":"W2119339035","doi":"10.6010/geoinformatics.12.58","title":"Spatial Prediction Models and Applications.","year":2001,"lang":"en","type":"article","venue":"GEOINFORMATICS","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Geological Survey of Canada","funders":"","keywords":"Computer science","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":[0.003013677,0.001103005,0.001386084,0.002116382,0.0005285288,0.002819261,0.002005381,0.001989287,0.009411905],"category_scores_gemma":[0.01572916,0.0009073452,0.0007987345,0.004028261,0.0009984728,0.003502571,0.001682028,0.002384003,0.006119283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009814383,"about_ca_system_score_gemma":0.001422613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006859371,"about_ca_topic_score_gemma":0.008060448,"domain_scores_codex":[0.9985037,0.0005504776,0.000155285,0.0002832272,0.0004360313,0.00007126971],"domain_scores_gemma":[0.9938059,0.003777623,0.000295079,0.0008763708,0.001067612,0.0001773895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000961218,0.0001423641,0.005362601,0.000762948,0.0004294901,0.0002167659,0.0001929495,0.1242606,0.0005021408,0.1966918,0.1673701,0.5039721],"study_design_scores_gemma":[0.0000224593,0.00004480867,0.001373135,0.0002541207,0.0001355583,0.0002570483,0.0001535128,0.3370301,0.0006225587,0.5539606,0.1061096,0.00003647362],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005041901,0.07327311,0.8842958,0.009360837,0.001984341,0.0000912347,0.003032616,0.004020247,0.01889986],"genre_scores_gemma":[0.3247626,0.1108822,0.4984655,0.001641236,0.005015069,0.0006258474,0.01289778,0.0006947852,0.04501494],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009411905,"threshold_uncertainty_score":0.03148597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01481949010953788,"score_gpt":0.2121460048233019,"score_spread":0.197326514713764,"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."}}