{"id":"W7116726065","doi":"10.33137/jns.v4i1.46636","title":"JNS Reviewer and Copyeditor Team","year":2025,"lang":"","type":"article","venue":"UTSC s Journal of Natural Sciences","topic":"Advanced Biosensing Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006442331,0.0001547386,0.0002427049,0.00009831996,0.0003174509,0.00008892535,0.0003865862,0.0001331507,0.000005164608],"category_scores_gemma":[0.0006320209,0.00010846,0.0001277252,0.0003984759,0.0007603717,0.00001892706,0.000160546,0.0002653766,8.114868e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002115592,"about_ca_system_score_gemma":0.0002442145,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002493992,"about_ca_topic_score_gemma":0.000003362504,"domain_scores_codex":[0.9988088,0.00005345811,0.0004415431,0.000262363,0.0002147749,0.0002190864],"domain_scores_gemma":[0.9988014,0.00005826631,0.0003994183,0.0001533146,0.000504758,0.00008282582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001116883,0.0001570989,0.001842763,0.0001152077,0.0001219057,0.000006974257,0.00004397809,0.00001389507,0.5476356,0.003660517,0.214599,0.2316914],"study_design_scores_gemma":[0.0002814167,0.0005137631,0.0007836833,0.0004684373,0.00007951121,0.000116417,0.0001125029,0.000116274,0.09216991,0.002151892,0.9029991,0.0002071077],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5164149,0.4298294,0.008498481,0.0245577,0.0121007,0.0008135444,0.00003170473,0.00002373547,0.007729821],"genre_scores_gemma":[0.9601551,0.02172078,0.0154777,0.0007195965,0.001036591,9.980178e-7,0.000001291079,0.000003989705,0.0008838983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6884001,"threshold_uncertainty_score":0.442287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007531884961602945,"score_gpt":0.3260052039778013,"score_spread":0.3184733190161984,"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."}}