{"id":"W4415150398","doi":"10.1080/17480930.2025.2573967","title":"Coordination of electrical drilling machines in open-pit mines: a constraint programming approach","year":2025,"lang":"en","type":"article","venue":"International Journal of Mining Reclamation and Environment","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Constraint (computer-aided design); Drilling; Key (lock); Constraint programming; Copper mine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001246323,0.001244171,0.001533581,0.0008386245,0.000882141,0.002238202,0.002455568,0.001818602,0.004026259],"category_scores_gemma":[0.00345217,0.001065782,0.00102961,0.001839716,0.0009978499,0.001628321,0.001283675,0.001502422,0.0003872333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001654246,"about_ca_system_score_gemma":0.002932593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.019663,"about_ca_topic_score_gemma":0.01843871,"domain_scores_codex":[0.9988797,0.0004510737,0.00004982711,0.0002500219,0.0002036075,0.000165731],"domain_scores_gemma":[0.9980339,0.001419271,0.0002056571,0.00006372703,0.0001669662,0.0001104116],"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":[0.00002072372,0.0000172389,0.0001108349,0.00003775926,0.00001063073,0.00005475877,0.00001830062,0.9908842,0.000203966,0.004464817,0.0002605625,0.003916163],"study_design_scores_gemma":[0.000009957052,0.00001878784,0.00005702804,0.000008907323,0.000006014352,0.00001514357,0.00002218294,0.995608,0.0001710116,0.003361725,0.0007158563,0.000005494634],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02152479,0.0004002909,0.9685417,0.0005386968,0.00005663921,0.000188646,0.0002909056,0.0001720798,0.008286082],"genre_scores_gemma":[0.5324421,0.001305302,0.4576244,0.0002096819,0.00009201808,0.0006890604,0.0004567292,0.0001577436,0.007023018],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.019663,"threshold_uncertainty_score":0.03909713,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183817907501478,"score_gpt":0.2434278454448291,"score_spread":0.2315896663698143,"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."}}