{"id":"W6949304251","doi":"10.5281/zenodo.12242620","title":"Iso 10297 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pressure regulator; Ball valve; Pressure vessel; Cylinder; Ball (mathematics); Hydrostatic test; Control valves","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003415864,0.000326558,0.0002882424,0.0004429807,0.000685402,0.00122543,0.001638911,0.0003359945,0.7051596],"category_scores_gemma":[0.0002749933,0.0003226704,0.0001422724,0.0004820523,0.0002275493,0.00006847208,0.001919483,0.0009615979,0.4778272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001540504,"about_ca_system_score_gemma":0.000008224585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003779766,"about_ca_topic_score_gemma":8.032297e-7,"domain_scores_codex":[0.9974859,0.0001137213,0.0002700842,0.0007987571,0.0007021496,0.0006293858],"domain_scores_gemma":[0.9985271,0.00001513028,0.0001101931,0.0008587165,0.0001947707,0.000294062],"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":[0.00001438266,0.00008486334,1.20774e-7,0.0008258998,0.0001454869,0.00009267627,0.0001472482,5.348003e-7,0.00371048,0.0009582395,0.9691131,0.02490702],"study_design_scores_gemma":[0.0002869373,0.00005306584,7.689488e-7,0.0004183577,0.00003333496,0.00009555254,0.0001520038,0.00002722581,0.0008243932,0.0001823065,0.9975779,0.0003481449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002665583,0.001141083,0.00005893911,0.0004638173,0.0001703214,0.0001991614,0.0007110436,0.002427135,0.9948018],"genre_scores_gemma":[0.001698962,0.0003871616,0.00006414735,0.00005709898,0.001246253,6.45366e-8,0.003020328,0.01646619,0.9770598],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2273324,"threshold_uncertainty_score":0.9999225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474142418490739,"score_gpt":0.2485475145642853,"score_spread":0.2238060903793779,"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."}}