{"id":"W2920268139","doi":"","title":"Natural gas seeps in the French Alps: Sources and pathways","year":2016,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Petroleum seep; Natural gas; Geology; Cold seep; Methane; Natural (archaeology); Massif; Earth science; Paleontology; Geochemistry; Ecology","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":[0.0005126868,0.0005236813,0.0003962232,0.002003465,0.0009156674,0.001753249,0.0002876601,0.000769054,0.003356473],"category_scores_gemma":[0.000471301,0.0001783708,0.0003894787,0.002122896,0.0004872258,0.0008187356,0.0008102634,0.0003657983,0.0002132124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00335941,"about_ca_system_score_gemma":0.001390598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1768335,"about_ca_topic_score_gemma":0.1548352,"domain_scores_codex":[0.9997346,0.00004367108,0.000006519391,0.0000437293,0.00007966991,0.00009180992],"domain_scores_gemma":[0.9996555,0.0001010282,0.00006966038,0.00001202667,0.0001305658,0.00003112349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001407139,0.0002290652,0.6887933,0.001998035,0.0006606568,0.003222507,0.007302121,0.01158007,0.04860624,0.01959951,0.008373296,0.2082282],"study_design_scores_gemma":[0.00003354445,0.0000902894,0.9151487,0.0002517245,0.0001243099,0.0002975511,0.005496515,0.005128911,0.006902698,0.00209703,0.06438084,0.00004787397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.95092,0.02230582,0.001756291,0.004366598,0.00004848706,0.00003982758,0.002528066,0.0001036337,0.01793116],"genre_scores_gemma":[0.9908054,0.005022402,0.0004588341,0.0001390062,0.00004354226,0.000009711645,0.0003719605,0.0000149602,0.003134125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1768335,"threshold_uncertainty_score":0.3516083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00984345246232128,"score_gpt":0.1982207430627535,"score_spread":0.1883772906004323,"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."}}