{"id":"W2749709352","doi":"10.1071/aj00036","title":"SHALE OIL—A NEW PRODUCTION DEVELOPMENT PARADIGM","year":2001,"lang":"en","type":"article","venue":"The APPEA Journal","topic":"Hydrocarbon exploration and reservoir analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oil shale; Retort; Petroleum; Shale oil; Fossil fuel; Petroleum industry; Joint venture; Tight oil; Engineering; Production (economics); Unconventional oil; Waste management; Environmental science; Petroleum engineering; Environmental engineering; Business; Geology","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":[0.0002386186,0.00008277946,0.00008547803,0.00007054504,0.0001856783,0.00007038686,0.000158846,0.00002571373,0.0002084103],"category_scores_gemma":[0.0000123711,0.00005306988,0.00005088967,0.0002333954,0.00001231271,0.0001370639,0.00001178017,0.0002064857,0.0002542683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005460411,"about_ca_system_score_gemma":0.00003935298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002669842,"about_ca_topic_score_gemma":0.00001984309,"domain_scores_codex":[0.999362,0.00002379153,0.0001932686,0.00006374111,0.0001888526,0.0001683545],"domain_scores_gemma":[0.9997063,0.000005771654,0.00003120846,0.0001352447,0.00001569008,0.0001058199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003235989,0.00005805904,0.0008437009,0.00002198326,0.000515611,0.00007144932,0.00601624,0.7137491,0.005240031,0.0001687192,0.06110758,0.2121752],"study_design_scores_gemma":[0.0006165765,0.00002289032,0.001924535,0.00008180645,0.00008475759,0.00150781,0.0007026212,0.05751507,0.006661026,0.001718428,0.9287075,0.0004569851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370022,0.00238747,0.03393354,0.01049785,0.001118992,0.00006674272,1.786061e-7,0.0002653713,0.0147277],"genre_scores_gemma":[0.9898223,0.001200513,0.0004640641,0.00008284786,0.0009174267,0.000003170446,0.000001959941,0.00001835909,0.007489305],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8675999,"threshold_uncertainty_score":0.3268189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02001037396458297,"score_gpt":0.217914505546591,"score_spread":0.197904131582008,"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."}}