{"id":"W6930423125","doi":"10.5281/zenodo.12066412","title":"Iso 2758 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Nucleofection; Subpoena; Work (physics)","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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003434365,0.0002003654,0.0001798539,0.0005394366,0.0004517779,0.002369907,0.002557691,0.0001265974,0.0819668],"category_scores_gemma":[0.0001752711,0.0002055988,0.00006982823,0.0008859182,0.00009457088,0.000190962,0.002514278,0.0002820221,0.3322742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000721696,"about_ca_system_score_gemma":0.000005594685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009333107,"about_ca_topic_score_gemma":3.922084e-7,"domain_scores_codex":[0.9982348,0.000164948,0.0002161014,0.0006295647,0.0004428336,0.0003117615],"domain_scores_gemma":[0.9986302,0.00000700805,0.0001157715,0.000898784,0.0001741652,0.0001740745],"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":[9.201003e-7,0.00003776896,3.498372e-8,0.00009596415,0.00003908585,0.00002095128,0.0001406704,0.000001497442,0.00002190178,0.06703121,0.9116458,0.02096416],"study_design_scores_gemma":[0.0001262609,0.00005453745,0.000001215971,0.0001147133,0.00001426319,0.00004450677,0.00002501339,0.002070214,0.00001534162,0.0005289151,0.9967766,0.0002283761],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.174959e-7,0.0002641795,0.1280637,0.0005502104,0.0003087328,0.0001775743,0.0001769486,0.002332814,0.8681256],"genre_scores_gemma":[0.0001174198,0.0002689819,0.001331739,0.0004009749,0.0003398831,1.611557e-8,0.001974615,0.005670202,0.9898962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2503074,"threshold_uncertainty_score":0.9986658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03542749468484255,"score_gpt":0.2788053372452136,"score_spread":0.2433778425603711,"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."}}