{"id":"W2909450291","doi":"10.4095/220716","title":"Drilling and operations overview of the Mallik 2002 Production Research Well Program","year":2005,"lang":"en","type":"report","venue":"","topic":"Drilling and Well Engineering","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Petroleum engineering; Drilling; Production (economics); Completion (oil and gas wells); Computer science; Operations management; Engineering; Mechanical engineering; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008486498,0.0004498934,0.0002128581,0.002633428,0.001050868,0.001325329,0.0009263406,0.0003139506,0.01427731],"category_scores_gemma":[0.0008098492,0.0003775917,0.0001425154,0.002670386,0.0001602867,0.0006962522,0.0005435153,0.0004429747,0.004010063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003065337,"about_ca_system_score_gemma":0.008533604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09971958,"about_ca_topic_score_gemma":0.2324737,"domain_scores_codex":[0.9989988,0.00008658988,0.00009006121,0.0001458109,0.0005293292,0.0001494183],"domain_scores_gemma":[0.9988796,0.00006247979,0.0001115381,0.0001005566,0.0006920517,0.0001537085],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001584013,0.001368684,0.1231931,0.001325641,0.00004005671,0.001484693,0.001671828,0.009148565,0.06638311,0.004861385,0.1130975,0.6758415],"study_design_scores_gemma":[0.00006414822,0.0006738688,0.1927569,0.0001266354,0.00002939784,0.0005617325,0.002810614,0.002336504,0.01013767,0.0002488991,0.7901866,0.00006706571],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4503711,0.003630494,0.03009879,0.001865881,0.0001760904,0.009280617,0.05117435,0.0050415,0.4483612],"genre_scores_gemma":[0.5414936,0.004027797,0.07794107,0.0005073859,0.00005111399,0.002602943,0.06912675,0.0005808837,0.3036685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09971958,"threshold_uncertainty_score":0.1982783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1321987365241485,"score_gpt":0.3640907632452904,"score_spread":0.2318920267211419,"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."}}