{"id":"W6983658112","doi":"","title":"National Approaches to Hydrocarbon Development: Unitization and Unit Operating Agreements","year":2025,"lang":"en","type":"book","venue":"Repository@Nottingham (University of Nottingham)","topic":"Natural Resources and Economic Development","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Unit (ring theory); Resource (disambiguation); Natural resource; Field (mathematics); Best practice; Work (physics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000711534,0.0004107283,0.0007876993,0.0008136545,0.0006646004,0.0001215657,0.0004979218,0.0004048171,0.00008386103],"category_scores_gemma":[0.0001178362,0.0005999426,0.0001374369,0.0002572057,0.0000945779,0.0002203748,0.0005614846,0.0003781843,0.00007948843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473605,"about_ca_system_score_gemma":0.0004995303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000171112,"about_ca_topic_score_gemma":0.00004365583,"domain_scores_codex":[0.9976543,0.00002923439,0.0008513671,0.0009015551,0.0001796058,0.0003839529],"domain_scores_gemma":[0.9982377,0.0001223547,0.001046386,0.0002784697,0.0001350841,0.0001799571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004538672,0.0009552939,0.1330213,0.007124168,0.006419001,0.0002365091,0.06749219,0.004981194,0.0003643403,0.6092747,0.05894134,0.1107361],"study_design_scores_gemma":[0.001954331,0.0001489456,0.01674048,0.001863811,0.000101083,0.00002451501,0.001348448,0.008994314,0.0003156108,0.006167201,0.9602714,0.002069898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07744171,0.0009373876,0.001060304,0.0003497786,0.0004536228,0.0006640443,0.00009076085,0.0000845148,0.9189179],"genre_scores_gemma":[0.1394061,0.00007103966,0.01378123,0.0001875562,0.0001819805,0.000003789804,0.0002960891,0.00005547858,0.8460167],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9013301,"threshold_uncertainty_score":0.9996452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07428263499498292,"score_gpt":0.1850399709504948,"score_spread":0.1107573359555119,"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."}}