{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004138215,0.0005691916,0.0004962407,0.0006798361,0.0009395673,0.00101816,0.001250396,0.0006238061,0.02408507],"category_scores_gemma":[0.0004023417,0.0004079833,0.000368639,0.0005357543,0.0003374027,0.001071536,0.001004455,0.0006985579,0.00730562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420789,"about_ca_system_score_gemma":0.002746774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01260373,"about_ca_topic_score_gemma":0.01018716,"domain_scores_codex":[0.9994749,0.00002125739,0.00001876564,0.00008355855,0.0003506528,0.00005076659],"domain_scores_gemma":[0.9997278,0.00002260349,0.00001758454,0.00002731451,0.0001809308,0.00002369476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002351615,0.0003884432,0.01038045,0.001374727,0.00006474213,0.0009294456,0.0007009583,0.04921566,0.480447,0.02526427,0.08237165,0.3465112],"study_design_scores_gemma":[0.0002953054,0.001330246,0.007535213,0.0001237149,0.00008266378,0.001030223,0.0002294308,0.2079556,0.2794597,0.002407572,0.4993823,0.0001680176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1934786,0.001652661,0.4833261,0.0009974549,0.0009442226,0.002652963,0.00826344,0.06136083,0.2473238],"genre_scores_gemma":[0.7177435,0.001109314,0.07957321,0.000326762,0.00006845528,0.0006761148,0.006632579,0.0007976075,0.1930725],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02408507,"threshold_uncertainty_score":0.08057261,"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."}}