{"id":"W3048840162","doi":"","title":"Soil gas flux measurements as part of environmental baseline assessment","year":2018,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Baseline (sea); Environmental science; Flux (metallurgy); Remote sensing; Materials science; 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":[0.001407251,0.0004561574,0.0005695329,0.0008216089,0.0004281697,0.000701006,0.0005566807,0.001051712,0.001553408],"category_scores_gemma":[0.001711204,0.0001813163,0.0003046633,0.00156642,0.0001624925,0.001125955,0.0004921113,0.0003418395,0.0005153131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008506492,"about_ca_system_score_gemma":0.001465108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01832884,"about_ca_topic_score_gemma":0.03184447,"domain_scores_codex":[0.9989067,0.0002912116,0.00005313183,0.0001953199,0.0004012837,0.000152284],"domain_scores_gemma":[0.9990199,0.0001674146,0.0001330128,0.0001712867,0.0004188306,0.0000895705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007106366,0.001441918,0.5750816,0.000783481,0.0005313671,0.000760985,0.0007934531,0.1161266,0.1352103,0.003864923,0.009622301,0.1486767],"study_design_scores_gemma":[0.000310797,0.00131366,0.8026524,0.00007244592,0.0002620303,0.0001809559,0.0009875799,0.09241236,0.07146787,0.004024626,0.02623014,0.00008518584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683909,0.0002149879,0.008237572,0.0002256094,0.0000460661,0.0001182325,0.01635038,0.0003545488,0.006061702],"genre_scores_gemma":[0.9851983,0.00009950998,0.005972532,0.00003193958,0.00001382633,0.00008263793,0.007618897,0.00004321038,0.0009390943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01832884,"threshold_uncertainty_score":0.03644431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01413000462984618,"score_gpt":0.2234507096289791,"score_spread":0.209320704999133,"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."}}