{"id":"W2885779340","doi":"10.1088/1757-899x/394/4/042130","title":"Experimental Study of Primary Production in Shale","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Science and Technology Major Project","keywords":"Oil shale; Petroleum engineering; Production cycle; Geology; Shale oil; Production (economics); Desorption; Flow (mathematics); Engineering; Mechanics; Paleontology; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041794,0.0001034488,0.0001883994,0.000232516,0.00005224884,0.00007573215,0.000134407,0.00002498991,0.00004228195],"category_scores_gemma":[0.0000328642,0.00009708128,0.000006903851,0.0004808316,0.0001645488,0.0006505888,0.00005365797,0.00003649178,0.000003317572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004582963,"about_ca_system_score_gemma":0.00003014547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003921969,"about_ca_topic_score_gemma":0.00002840396,"domain_scores_codex":[0.9991898,0.000008680108,0.0002228505,0.0001823817,0.0002169099,0.0001793722],"domain_scores_gemma":[0.9996954,0.000003262775,0.00002117601,0.0001475731,0.00008648016,0.00004615051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007621926,0.0000380758,0.00008377228,0.00003366827,0.000004442715,0.000001126129,0.003144752,0.002901989,0.9935953,0.00005067302,0.000003132687,0.0001354382],"study_design_scores_gemma":[0.0001308485,0.0001724266,0.004198992,0.00002991084,0.000003514121,0.000003732065,0.002390526,0.005208543,0.9877142,0.000006415204,0.00002323074,0.0001177045],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988157,0.00003159182,0.00005783751,0.00001537563,0.0004214936,0.0001326964,0.000001135022,0.00007562929,0.0004485175],"genre_scores_gemma":[0.9997177,0.00002159925,0.0001452969,0.00000293439,0.0000618983,0.00002331958,0.00000109087,0.000008706797,0.0000174542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005881153,"threshold_uncertainty_score":0.395886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936350205322263,"score_gpt":0.2291573149851587,"score_spread":0.2097938129319361,"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."}}