{"id":"W4401763183","doi":"10.3390/geosciences14080224","title":"The Origins of the Hydrogen Sulphide (H2S) Gas in the Triassic Montney Formation, British Columbia, Canada","year":2024,"lang":"en","type":"article","venue":"Geosciences","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Geological Survey of Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Hydrogen sulphide; Geology; Paleontology; Chemistry; Sulfur; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001578943,0.0002910505,0.0002114718,0.00402058,0.004433083,0.00137658,0.0006826235,0.0003608055,0.002863731],"category_scores_gemma":[0.0004210657,0.0003068191,0.0001646734,0.004669021,0.001265342,0.0003322851,0.0007330495,0.0003081112,0.0002719435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02960009,"about_ca_system_score_gemma":0.01827207,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951382,"about_ca_topic_score_gemma":0.9987072,"domain_scores_codex":[0.9996864,0.000007424797,0.00001122287,0.0000428127,0.0001557309,0.00009647899],"domain_scores_gemma":[0.9994093,0.00002579243,0.00005524854,0.000008656216,0.0003838055,0.0001172367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015496,0.00006546605,0.877234,0.0002236822,0.00007299108,0.001622357,0.007028919,0.001448749,0.03617737,0.001813903,0.003533343,0.07047775],"study_design_scores_gemma":[0.000005147172,0.00001306504,0.986199,0.00005400019,0.0000127453,0.0001501023,0.004356811,0.0005357857,0.001468303,0.00009057121,0.007096776,0.00001760396],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831767,0.001301601,0.0001426462,0.0002465923,0.000005837688,0.00002084371,0.001078122,0.00003323872,0.01399442],"genre_scores_gemma":[0.9935431,0.0007248183,0.0003538695,0.00003662968,0.000001610618,0.000007130875,0.000445247,0.00001017566,0.004877284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02960009,"threshold_uncertainty_score":0.2147647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007150879179465699,"score_gpt":0.1917693936735508,"score_spread":0.1846185144940851,"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."}}