{"id":"W4409758575","doi":"10.5194/egusphere-2024-4086-ac3","title":"Reply on CC1","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":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003044241,0.001074856,0.001150975,0.001275603,0.003325788,0.005780266,0.003085265,0.02566392,0.3606195],"category_scores_gemma":[0.02113289,0.0006288113,0.001766036,0.001254674,0.001986406,0.003759294,0.00296334,0.016407,0.2840363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003888499,"about_ca_system_score_gemma":0.004038129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009388692,"about_ca_topic_score_gemma":0.01039381,"domain_scores_codex":[0.9972011,0.0003429557,0.0002622338,0.0004963407,0.00114647,0.0005509921],"domain_scores_gemma":[0.9932069,0.001806702,0.0002231518,0.0005477039,0.003236559,0.0009789254],"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":[0.000008574602,0.000003477282,0.00002061035,0.00001521459,8.560186e-7,0.00001868733,0.000005416843,0.000004763872,0.00002214069,0.0005558447,0.9970254,0.002318981],"study_design_scores_gemma":[0.00001059152,0.000005795681,0.0001718071,0.00004581717,0.000001373116,0.00001571147,0.00002568655,0.0000192591,0.00004202095,0.0005011028,0.9991534,0.000007452064],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000292143,0.00175315,0.0004997713,0.5126705,0.2996474,0.0003823272,0.003146763,0.001111038,0.180497],"genre_scores_gemma":[0.002055365,0.0008541608,0.0003423323,0.4982136,0.05984164,0.0004347962,0.001034699,0.0005123696,0.436711],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3606195,"threshold_uncertainty_score":0.9119987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244021222449885,"score_gpt":0.3187352119537362,"score_spread":0.2962949997292373,"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."}}