{"id":"W4407824390","doi":"10.1002/9781394356294.ch3","title":"Pipestone Acid Gas Injection System","year":2025,"lang":"en","type":"other","venue":"","topic":"Food Quality and Safety Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Petroleum engineering; Chemistry; Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008958491,0.0001449628,0.0002288676,0.00001423463,0.0001039936,0.00001892484,0.0001235829,0.0002116837,0.002035348],"category_scores_gemma":[0.00001469889,0.00004354037,0.00008535577,0.0001786074,0.00003227642,0.00001292938,0.00006137945,0.00008637209,0.0003287643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002388593,"about_ca_system_score_gemma":0.000004863773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003595312,"about_ca_topic_score_gemma":0.009622912,"domain_scores_codex":[0.9993296,0.00005351794,0.0001277332,0.0002305334,0.0001178024,0.0001407623],"domain_scores_gemma":[0.9998056,0.00003774563,0.00006618669,0.00004261678,0.00002031697,0.00002748103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009088073,0.00002891289,0.00004870563,0.0001041058,0.00006843909,0.000001919188,0.00001364744,1.118836e-7,0.000549402,0.01034033,0.9394826,0.04935277],"study_design_scores_gemma":[0.00003901338,0.0001063647,0.0006172676,0.0001842631,0.00001958632,0.000002487925,0.0007460841,0.000001706651,0.0001312069,0.00006268086,0.9979197,0.0001696856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001071266,0.001003309,0.00001297879,0.00136371,0.0004535323,0.0001556964,0.00006976692,0.0005481318,0.9962857],"genre_scores_gemma":[0.01113155,0.0001673769,0.00004131652,0.0001952487,0.0005047734,0.00001397411,0.00005452552,0.000002378176,0.9878889],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05843708,"threshold_uncertainty_score":0.9988769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01740969407153641,"score_gpt":0.2216236689144224,"score_spread":0.204213974842886,"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."}}