{"id":"W4401432815","doi":"10.18311/jmmf/2023/43611","title":"Statistical Comparison in Testing Tools of pH of Mud","year":2023,"lang":"en","type":"article","venue":"Journal of Mines Metals and Fuels","topic":"Soil and Unsaturated Flow","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Statistical hypothesis testing; Computer science; Petroleum engineering; Geology; Statistics; Mathematics","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":[0.01402888,0.0006903168,0.001082635,0.002813785,0.0007863352,0.002010857,0.001142542,0.001012644,0.005771963],"category_scores_gemma":[0.05411536,0.0002623834,0.0017348,0.002134837,0.001973619,0.001855757,0.001295458,0.001749372,0.0008228661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006591738,"about_ca_system_score_gemma":0.0008078245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006026344,"about_ca_topic_score_gemma":0.0005476238,"domain_scores_codex":[0.9641795,0.0159333,0.002892783,0.006646762,0.009184409,0.001163208],"domain_scores_gemma":[0.9207445,0.06190048,0.004989576,0.005045465,0.006351422,0.0009685172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.009384332,0.00179437,0.3959267,0.003653592,0.00552277,0.001549751,0.009025143,0.006321534,0.0500703,0.02668697,0.01034672,0.4797178],"study_design_scores_gemma":[0.0004358945,0.02551546,0.730416,0.0008092994,0.002805518,0.003947734,0.01604698,0.067414,0.07105085,0.0370022,0.04405926,0.0004968258],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7022623,0.002431779,0.2682582,0.0007536427,0.001265582,0.001293102,0.00329163,0.001667655,0.01877593],"genre_scores_gemma":[0.9308292,0.0003003882,0.06394009,0.0001920161,0.0001684369,0.00147907,0.00110831,0.0002054538,0.001777143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01402888,"threshold_uncertainty_score":0.0741927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05505617517218957,"score_gpt":0.2788219758049499,"score_spread":0.2237658006327603,"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."}}