{"id":"W4233145697","doi":"10.2523/83979-ms","title":"Safely Improving Production Performance through Improved Sand Management","year":2003,"lang":"en","type":"article","venue":"Proceedings of Offshore Europe","topic":"Minerals Flotation and Separation Techniques","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"ConocoPhillips (Canada)","funders":"","keywords":"Production (economics); Computer science; Process engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008709166,0.0008638997,0.0005700809,0.001395443,0.0007278118,0.002634373,0.001231819,0.0007883241,0.01103846],"category_scores_gemma":[0.002662399,0.0002308701,0.0004502094,0.001402006,0.0004101205,0.002698498,0.001496788,0.000620419,0.005704752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001479492,"about_ca_system_score_gemma":0.002401797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006485234,"about_ca_topic_score_gemma":0.00925198,"domain_scores_codex":[0.9988759,0.0001045143,0.0000660248,0.0001468297,0.0006211448,0.0001856622],"domain_scores_gemma":[0.9990176,0.0001493118,0.0002169153,0.0001778034,0.0003379383,0.0001004656],"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":[0.000748114,0.0005076633,0.01054361,0.0007353669,0.00007617546,0.0003560797,0.0005313653,0.03053058,0.07345896,0.00557254,0.03629669,0.8406429],"study_design_scores_gemma":[0.0003516776,0.002824551,0.09357923,0.001034155,0.0006249687,0.0009566699,0.003445015,0.1116076,0.2655852,0.0263092,0.4933331,0.0003486495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.478363,0.007378773,0.1642321,0.01098063,0.0008214798,0.0004743352,0.002262278,0.02292681,0.3125606],"genre_scores_gemma":[0.8991338,0.002653908,0.04970624,0.0003882711,0.0001674354,0.0001178987,0.001437101,0.000620272,0.0457751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01103846,"threshold_uncertainty_score":0.03692728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299278870627271,"score_gpt":0.2241190350563907,"score_spread":0.211126246350118,"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."}}