{"id":"W6948979457","doi":"10.5281/zenodo.11954359","title":"Iso 21771 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"German Social Sciences and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Involute gear; Involute; Helicoid; Cycloid gear; Standardization; Bevel gear; Pressure angle","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008618864,0.0001417449,0.0001611004,0.0002939865,0.002478143,0.0009852622,0.001226982,0.0002011128,0.3870788],"category_scores_gemma":[0.0002313915,0.0001537032,0.00008869034,0.0006298699,0.0007011995,0.00009626785,0.0005415916,0.0003180757,0.3255747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002954987,"about_ca_system_score_gemma":0.00001548572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009206293,"about_ca_topic_score_gemma":0.00007333499,"domain_scores_codex":[0.9979935,0.0003329446,0.0001515035,0.0004461712,0.0006412598,0.0004346638],"domain_scores_gemma":[0.9992225,0.000008875708,0.0001055968,0.0002782364,0.0001495559,0.0002352038],"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":[0.00000184925,0.00002184404,8.785416e-8,0.00003804465,0.00001760726,0.000009810952,0.006122278,1.390909e-7,0.00001291969,0.02227811,0.951735,0.01976233],"study_design_scores_gemma":[0.00006300704,0.00003282756,0.000005589825,0.00006057704,0.00001627225,0.000003129505,0.001601211,0.000001982098,6.744027e-7,0.000633523,0.9973971,0.0001840843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006306999,0.0007868228,0.00008241693,0.001079162,0.00067467,0.0002974983,0.0001179757,0.00131537,0.9956398],"genre_scores_gemma":[0.001222719,0.0004979975,0.00005586993,0.0001381537,0.001262137,2.71178e-8,0.0002397114,0.003579805,0.9930036],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06150403,"threshold_uncertainty_score":0.9988205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03611736399902657,"score_gpt":0.2815547856162718,"score_spread":0.2454374216172453,"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."}}