{"id":"W4362452202","doi":"10.24425/aep.2022.140770","title":"Solidification/Stabilization Treatment for organic oil immobilization in Algerian Petroleum Drill Cuttings: Optimization and Acceptance Tests for Landfilling","year":2022,"lang":"en","type":"article","venue":"Archives of Environmental Protection","topic":"Mineral Processing and Grinding","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Drill cuttings; Petroleum; Petroleum engineering; Drill; Cutting; Diamondoid; Environmental science; Petroleum exploration; Industrial chemistry; Waste management; Engineering; Geology; Chemistry; Drilling fluid; Mechanical engineering; Drilling; Biochemical engineering; Biology; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007743845,0.0001006167,0.0001054876,0.0001152114,0.000177218,0.00001317941,0.00003974113,0.0000228294,0.00001599266],"category_scores_gemma":[0.00001657899,0.0001118923,0.00002854812,0.00007271714,0.00002260483,0.0001207377,0.00001477981,0.00004389389,1.269711e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001353817,"about_ca_system_score_gemma":0.000005655633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006168052,"about_ca_topic_score_gemma":0.000009752425,"domain_scores_codex":[0.9994029,0.00002299494,0.0002100179,0.0001843842,0.00006142333,0.0001182496],"domain_scores_gemma":[0.9997736,0.00004850872,0.0000815042,0.00007413098,0.000002513292,0.00001976406],"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":[0.00004388409,0.00005233363,0.0006490314,0.0001040743,0.000007286798,3.278726e-8,0.0008943991,0.7305639,0.242504,0.000007691485,6.494384e-7,0.02517273],"study_design_scores_gemma":[0.00098318,0.0002726008,0.00144069,0.00003029298,0.00001404218,0.00000301644,0.0005071081,0.9720961,0.02404582,0.0002731874,0.0002009989,0.0001328973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6697353,0.0002355992,0.3292337,0.00002970371,0.00006079251,0.0005709501,0.00003946664,0.00004843125,0.00004603486],"genre_scores_gemma":[0.9932768,0.0001958626,0.005388808,0.000003807718,0.00003273991,0.0008257347,0.0001762297,0.00002973208,0.0000703395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3238449,"threshold_uncertainty_score":0.4562835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214410747017762,"score_gpt":0.2090966823690728,"score_spread":0.1969525748988952,"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."}}