{"id":"W4408470136","doi":"10.5194/egusphere-2024-2958-ac2","title":"Additional information on RC1","year":2025,"lang":"en","type":"peer-review","venue":"","topic":"Signaling Pathways in Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008093945,0.0001978626,0.0001661523,0.0000497336,0.00003857566,0.00002024146,0.0002416295,0.0002759114,0.04395194],"category_scores_gemma":[0.000665043,0.0001827193,0.0001785259,0.00006530336,0.00002647606,0.000001845806,0.0001053079,0.000144331,0.0005448285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002227695,"about_ca_system_score_gemma":0.0004605197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000353703,"about_ca_topic_score_gemma":0.000004088789,"domain_scores_codex":[0.9991254,0.00003139491,0.000241639,0.0002206275,0.0002484753,0.0001324181],"domain_scores_gemma":[0.9991352,0.00003850797,0.0001149696,0.0004348398,0.0002170645,0.00005944923],"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":[0.00001207126,0.00002079546,1.952958e-7,0.0006317284,0.00004418361,6.572324e-7,3.739927e-7,0.000004819295,0.00002158261,0.000084096,0.9941829,0.004996595],"study_design_scores_gemma":[0.0001068125,0.00005841865,0.000003384457,0.001498848,0.00003966313,0.000001628649,9.43569e-7,0.000002550996,0.001053932,0.00003944589,0.9970042,0.0001901879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"dataset","genre_scores_codex":[0.000007242714,0.007205745,0.000495953,0.01061378,0.00254776,0.0007375566,0.239819,0.00007228189,0.7385007],"genre_scores_gemma":[0.00002804064,0.0007427676,0.0002722325,0.03560063,0.0005513201,0.000249241,0.496383,0.00001101431,0.4661618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2723389,"threshold_uncertainty_score":0.956922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01262917348829927,"score_gpt":0.2815257665288646,"score_spread":0.2688965930405653,"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."}}