{"id":"W2060973179","doi":"10.3390/su3112080","title":"The EROI of Conventional Canadian Natural Gas Production","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Natural gas; Natural (archaeology); Environmental science; Natural resource economics; Business; Waste management; Engineering; Economics; Geography; Microeconomics; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317212,0.0001283054,0.000148727,0.00008450013,0.0004590898,0.00002002811,0.0003626218,0.000093644,0.0002811824],"category_scores_gemma":[0.004390616,0.00009381425,0.0001353856,0.0004075858,0.0007878268,0.0001510827,0.0000805501,0.0002603631,0.000009530362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001393018,"about_ca_system_score_gemma":0.001951173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4204262,"about_ca_topic_score_gemma":0.3660953,"domain_scores_codex":[0.9980866,0.0003288608,0.0003150865,0.0003215709,0.0003139189,0.0006339525],"domain_scores_gemma":[0.996626,0.0000969766,0.00006195213,0.000649426,0.002375535,0.0001901342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003633124,0.0001506112,0.03224627,0.0001561562,0.00005378039,0.00001498663,0.0008466204,0.0002349136,0.00002555575,0.9284028,0.0005878957,0.03691714],"study_design_scores_gemma":[0.0002689698,0.0001130036,0.1554572,0.000005528478,0.000013461,0.00001072338,0.005839871,0.0001668661,0.002060792,0.7719388,0.06393693,0.0001878863],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9729067,0.0002375256,0.000006684227,0.004140167,0.0004756664,0.0004620895,0.000004237164,0.00004449914,0.02172241],"genre_scores_gemma":[0.9950856,0.000007633424,0.00003444987,0.00002401051,0.00005927627,0.00005123645,0.000009819358,0.000009405906,0.00471855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.156464,"threshold_uncertainty_score":0.6454718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379073933714501,"score_gpt":0.2553202546740057,"score_spread":0.2415295153368607,"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."}}