{"id":"W7152423206","doi":"10.1109/icecet63943.2025.11472203","title":"Small-Scale Mining Electricity Consumption Model: A Case Study In Sukabumi, Indonesia","year":2025,"lang":"","type":"article","venue":"","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Consumption (sociology); Electricity; Mains electricity; Production (economics); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004461844,0.0004975463,0.0005768102,0.0004417666,0.0008515404,0.0009655746,0.001481547,0.00144796,0.003137625],"category_scores_gemma":[0.001206143,0.0003804477,0.0006587357,0.0007886622,0.000619836,0.001060624,0.0005654982,0.0009011956,0.0003036009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001519884,"about_ca_system_score_gemma":0.0009506919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04747204,"about_ca_topic_score_gemma":0.06190385,"domain_scores_codex":[0.9998263,0.00007240841,0.000009161939,0.00003408391,0.00002252022,0.00003562808],"domain_scores_gemma":[0.9991608,0.0005833362,0.00004612933,0.00004671454,0.00008342306,0.00007966268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004614401,0.000884324,0.03077777,0.0001329233,0.00008024769,0.003529825,0.0003936332,0.9432849,0.001271402,0.005659505,0.002428141,0.01109582],"study_design_scores_gemma":[0.00004524642,0.00008845387,0.005896456,0.000008862422,0.00002392777,0.000140876,0.0006394325,0.9905062,0.0004461936,0.001488073,0.0006989778,0.00001725919],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867555,0.00005747673,0.005320446,0.0002799783,0.00001231743,0.00005936756,0.0003942151,0.00007623323,0.00704445],"genre_scores_gemma":[0.9944325,0.00005687852,0.001979379,0.00001128327,0.000003523575,0.00002912427,0.0002140614,0.00001787102,0.003255375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04747204,"threshold_uncertainty_score":0.09439141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04222475095134213,"score_gpt":0.2701619648164226,"score_spread":0.2279372138650805,"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."}}