{"id":"W2222707909","doi":"10.1515/ldr-2015-0008","title":"Defining the “Local” in Local Content Requirements in the Oil and Gas and Mining Sectors in Developing Countries","year":2015,"lang":"en","type":"article","venue":"The Law and Development Review","topic":"Mining and Resource Management","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Developing country; Fossil fuel; Natural resource economics; Economic growth; Waste management; Economics; Engineering","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":[0.002204592,0.0001605293,0.0002543562,0.00004239323,0.00009789816,0.00005827105,0.0001362986,0.00003080153,0.000002172332],"category_scores_gemma":[0.00002546475,0.00008020386,0.000009004444,0.0001638147,0.0001302212,0.00004845666,0.0001179419,0.000137313,0.000002621297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007687638,"about_ca_system_score_gemma":0.0000327323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001222299,"about_ca_topic_score_gemma":0.0007746516,"domain_scores_codex":[0.99893,0.0001230308,0.0003713538,0.0001501232,0.0001835428,0.0002419075],"domain_scores_gemma":[0.9996477,0.0001444418,0.00003860414,0.0001238509,0.0000118657,0.0000335423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004642819,0.00004110361,0.0389099,0.008160794,0.0001523875,0.0001094465,0.1020911,0.00155643,0.000002408761,0.0716261,0.002010334,0.7752936],"study_design_scores_gemma":[0.001184966,0.00002744933,0.01548585,0.01157713,0.00003169577,0.00004657513,0.01346563,0.001456993,0.00001935923,0.000116487,0.9561638,0.000424053],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.577111,0.4015055,0.0005154033,0.006052457,0.0001299437,0.0004789397,8.071672e-7,0.00004918333,0.01415679],"genre_scores_gemma":[0.8916224,0.1021673,0.0006242619,0.005356303,0.00001343495,0.0001253538,0.00000390238,0.00001888115,0.00006815609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9541535,"threshold_uncertainty_score":0.3270619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05043937549432584,"score_gpt":0.247045549747815,"score_spread":0.1966061742534892,"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."}}