{"id":"W2479471780","doi":"10.2118/2004-118","title":"Sanding Process and Permeability Change","year":2004,"lang":"en","type":"article","venue":"Canadian International Petroleum Conference","topic":"Hydraulic Fracturing and Reservoir Analysis","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"BitCan (Canada)","funders":"","keywords":"Permeability (electromagnetism); Process (computing); Petroleum engineering; Geology; Environmental science; Computer science; Chemistry","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":[0.00005906506,0.00009714383,0.00009406576,0.0001826393,0.00006406157,0.00008150209,0.000171739,0.00005143344,0.0002422817],"category_scores_gemma":[0.00003175448,0.00009771529,0.00002842006,0.0000614335,0.00004442672,0.0001608638,0.00001038253,0.0001328996,0.00002666627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000270058,"about_ca_system_score_gemma":0.00009217405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02526401,"about_ca_topic_score_gemma":0.10524,"domain_scores_codex":[0.9994172,0.000004842789,0.0001033375,0.0001508571,0.0001252762,0.0001984488],"domain_scores_gemma":[0.9995667,0.000009492641,0.00001241628,0.00009906027,0.0000598099,0.0002524788],"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":[0.0000151132,0.00004118228,0.07228512,0.0002865047,0.0004650878,0.0001792061,0.005733443,0.9037538,0.0005108926,0.007608833,0.0004277866,0.00869304],"study_design_scores_gemma":[0.002074287,0.0000844024,0.2900255,0.0005098417,0.00008897918,0.0001503632,0.001444751,0.6245795,0.002610737,0.010954,0.0658711,0.001606513],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723665,0.0001089003,0.0008413613,0.001727774,0.0002679753,0.0000398078,0.0000327271,0.00007281274,0.02454213],"genre_scores_gemma":[0.9994783,0.00005626095,0.00004468764,0.0001117968,0.0001388446,0.0000235878,0.0000181054,0.00001035307,0.000118001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2791743,"threshold_uncertainty_score":0.9812269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791079792471015,"score_gpt":0.2354862848837752,"score_spread":0.2175754869590651,"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."}}