{"id":"W2968317438","doi":"10.1016/j.promfg.2019.05.067","title":"Social Lifecycle Impact Assessment of Informal Petroleum Products Retailing in Nigeria","year":2019,"lang":"en","type":"article","venue":"Procedia Manufacturing","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Business; Socioeconomic status; Product (mathematics); Petroleum; Enforcement; Marketing","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":[0.000336215,0.0001848416,0.0002329509,0.00006779258,0.00005943841,0.00002205598,0.0002071401,0.00008491111,0.0008017752],"category_scores_gemma":[0.00002297549,0.0001636388,0.00006431792,0.0001020791,0.00005832195,0.0006110279,0.0002103395,0.0002277278,0.0001405717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00022709,"about_ca_system_score_gemma":0.00002791341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007567912,"about_ca_topic_score_gemma":0.00003004943,"domain_scores_codex":[0.998583,0.00002409519,0.0003024377,0.0002801216,0.00036521,0.0004451142],"domain_scores_gemma":[0.9995514,0.00002610316,0.0001518342,0.0001902863,0.000002451838,0.00007799031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004879302,0.0001076666,0.8631953,0.0001071519,0.0000179818,0.000003688733,0.001329753,0.1012445,0.03184285,0.00002554264,0.0000520053,0.002024717],"study_design_scores_gemma":[0.0004167968,0.00007757549,0.9192013,0.00001897482,0.000004552154,0.000003426034,0.0001097025,0.0007888725,0.07883233,0.00007966411,0.0002783986,0.0001883897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9745998,0.000009225392,0.000009618658,0.00008062247,0.00008365353,0.0001881292,0.00000150527,0.0000273549,0.02500004],"genre_scores_gemma":[0.9990135,0.00001180708,0.0004311418,0.00004253745,0.00006071131,0.00001141352,0.000008815741,0.00001846143,0.0004015716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1004557,"threshold_uncertainty_score":0.8778876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008206272268203111,"score_gpt":0.2506169990510805,"score_spread":0.2424107267828774,"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."}}