{"id":"W2084155409","doi":"10.2118/0705-0028-jpt","title":"Q&A with Andrew Gould","year":2005,"lang":"en","type":"article","venue":"Journal of Petroleum Technology","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Service (business); Production (economics); Business; Tertiary sector of the economy; Marketing; Economics","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":[0.0003879844,0.0001564258,0.0002939834,0.00110819,0.00009658672,0.0001003171,0.0004131878,0.0001161744,0.0002208059],"category_scores_gemma":[0.00006302872,0.0001009877,0.00008345697,0.0004631443,0.00008925084,0.0005005109,0.0001160978,0.0003972111,0.0002079089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005267446,"about_ca_system_score_gemma":0.00001768968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001388898,"about_ca_topic_score_gemma":0.0001072147,"domain_scores_codex":[0.9989005,0.000005259154,0.0003669127,0.0001473515,0.000287341,0.0002926053],"domain_scores_gemma":[0.999071,0.00001537752,0.0004791096,0.0002485093,0.0001720148,0.00001398021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007956389,0.001176699,0.5369753,0.0004333567,0.0008728216,0.0006818668,0.0001776938,0.01965019,0.007252005,0.09083953,0.1525961,0.1885488],"study_design_scores_gemma":[0.001068954,0.00006271935,0.001652862,0.00006485564,0.00009131586,0.00009709014,0.0003314282,0.0008419642,0.0001155283,0.001661571,0.9938408,0.0001709066],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8950802,0.0003308894,0.00898586,0.07882701,0.0004424508,0.00009065445,6.854308e-7,0.0002355625,0.01600666],"genre_scores_gemma":[0.9924784,0.00001975409,0.002782104,0.001447682,0.001490042,0.000002837347,0.000001150229,0.00002431001,0.001753771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8412447,"threshold_uncertainty_score":0.4118157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009544578643882449,"score_gpt":0.2104219307359487,"score_spread":0.2008773520920662,"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."}}