{"id":"W6948873783","doi":"10.5281/zenodo.12121115","title":"Iso 8676 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":"Thread (computing); Product (mathematics); Screw thread; International standard; Metric (unit)","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":[0.0003373627,0.0003236402,0.000285479,0.0004396932,0.0006800324,0.001217274,0.001627189,0.0003329708,0.6911376],"category_scores_gemma":[0.0002716702,0.0003195748,0.0001408191,0.0004780159,0.0002254916,0.00006789555,0.001909065,0.0009650171,0.4700912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001514758,"about_ca_system_score_gemma":0.000008062025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003682527,"about_ca_topic_score_gemma":7.832132e-7,"domain_scores_codex":[0.9975041,0.0001129173,0.0002680834,0.0007933193,0.0006972016,0.0006244369],"domain_scores_gemma":[0.9985402,0.00001495384,0.0001092465,0.0008513395,0.0001926227,0.000291648],"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":[0.00001416902,0.00008428971,1.250565e-7,0.0008252884,0.000143968,0.00009159484,0.0001479141,5.263529e-7,0.003873796,0.001001539,0.9694868,0.02432996],"study_design_scores_gemma":[0.0002843113,0.00005174317,8.080949e-7,0.0004245419,0.00003274632,0.00009419003,0.0001530419,0.00002693158,0.0008215542,0.0001794189,0.9975858,0.0003449345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002717439,0.001112807,0.00005828284,0.00044678,0.0001710141,0.0001978557,0.0006980231,0.00240904,0.994879],"genre_scores_gemma":[0.001893029,0.0003951392,0.00006417332,0.00005703758,0.001245158,6.371262e-8,0.002934716,0.01646198,0.9769487],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2210464,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503750276571532,"score_gpt":0.2489400849494297,"score_spread":0.2239025821837144,"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."}}