{"id":"W2619525870","doi":"","title":"Mapping Fugitive Gas Emission Sources and Severity Across Southeastern Saskatchewan","year":2015,"lang":"en","type":"article","venue":"AGU Fall Meeting Abstracts","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Fugitive emissions; Environmental science; Geography; Greenhouse gas; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002583018,0.0003607778,0.000237568,0.001885159,0.001200736,0.001133153,0.0006049437,0.0002816117,0.001619099],"category_scores_gemma":[0.0005255372,0.0002561175,0.0003017854,0.003576778,0.0003344029,0.0003444016,0.0009649037,0.0002931332,0.0003268409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005453915,"about_ca_system_score_gemma":0.009656486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9295423,"about_ca_topic_score_gemma":0.9840201,"domain_scores_codex":[0.999803,0.00002117971,0.0000123526,0.0000556936,0.00004167186,0.00006599376],"domain_scores_gemma":[0.9995155,0.00006410993,0.00005285003,0.00003824376,0.0002595178,0.00006974861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001537872,0.00009074371,0.9421108,0.000054808,0.0001692737,0.0003572951,0.002298747,0.003291419,0.01161943,0.0005198668,0.002786597,0.03654726],"study_design_scores_gemma":[0.000009890384,0.0000141778,0.9888033,0.00003694887,0.00004282332,0.00004692451,0.004089667,0.002862496,0.0009563964,0.0001199198,0.002998769,0.00001874903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898962,0.0001079567,0.0007078135,0.0001031203,0.000004867645,0.00005263539,0.003458688,0.00004538488,0.005623423],"genre_scores_gemma":[0.989168,0.000236317,0.001806646,0.00008382398,0.000002787186,0.00009387769,0.002914827,0.00002034023,0.005673235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0704577,"threshold_uncertainty_score":0.1417452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353456361576039,"score_gpt":0.2236495770397013,"score_spread":0.2101150134239409,"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."}}