{"id":"W6930106335","doi":"10.5281/zenodo.11993582","title":"Iso 19113 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Urticaria and Related Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Quality (philosophy); Subpoena; Hyporeflexia; Frame (networking); 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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001391208,0.0001887298,0.0002236217,0.0005205877,0.0004257977,0.0003129458,0.0003514205,0.0002626092,0.4209518],"category_scores_gemma":[0.0001576032,0.0001737495,0.0001077469,0.0004746643,0.0001695697,0.00003498794,0.000456209,0.000635225,0.4834472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001028204,"about_ca_system_score_gemma":0.000007020603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001672015,"about_ca_topic_score_gemma":2.111118e-7,"domain_scores_codex":[0.998654,0.00009123283,0.0001942126,0.0004361108,0.0003239111,0.00030055],"domain_scores_gemma":[0.9990312,0.000006441454,0.00006583068,0.0005095783,0.0001602998,0.0002266539],"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":[0.00001475417,0.00008486272,1.429862e-7,0.0001350979,0.0004867119,0.0001242166,0.0001641322,3.292176e-7,0.000440526,0.003384786,0.9890738,0.006090684],"study_design_scores_gemma":[0.0004116316,0.0001802796,0.00001415729,0.0003651005,0.0004678979,0.0004034582,0.00007602278,0.00003068327,0.00003098048,0.0002109833,0.9976357,0.0001731626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001565088,0.0008405267,0.000283937,0.001559475,0.0003026878,0.0004696137,0.0002787932,0.001852895,0.9943964],"genre_scores_gemma":[0.001052024,0.0004327748,0.0001254569,0.0002113667,0.000600215,4.039141e-8,0.003761309,0.0103137,0.9835031],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06249542,"threshold_uncertainty_score":0.7085299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0227787250260212,"score_gpt":0.2545678479316485,"score_spread":0.2317891229056273,"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."}}