{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01561414,0.001549657,0.003009791,0.01263895,0.004202441,0.01286408,0.003507358,0.004627719,0.4116268],"category_scores_gemma":[0.1394185,0.001192247,0.001719888,0.007147765,0.001405939,0.005299763,0.004312941,0.005030659,0.395515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004136034,"about_ca_system_score_gemma":0.01079862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005555307,"about_ca_topic_score_gemma":0.01129778,"domain_scores_codex":[0.9783065,0.002453742,0.001871967,0.001959636,0.0144709,0.0009373911],"domain_scores_gemma":[0.6138937,0.00917795,0.003701276,0.01473812,0.3479792,0.01050983],"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":[0.00001631962,0.000009543029,0.00005161186,0.0000748812,0.000003110451,0.00003170298,0.00001427531,0.00001013312,0.0001264013,0.0001348668,0.9873826,0.01214463],"study_design_scores_gemma":[0.00003897115,0.00003413091,0.001049902,0.0002602752,0.00002614192,0.0001541975,0.0001406775,0.0002444901,0.0006677756,0.000636798,0.9967048,0.00004200973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.0009920931,0.002110957,0.009165754,0.1097016,0.7521468,0.001514525,0.00721465,0.01313925,0.1040143],"genre_scores_gemma":[0.005367047,0.002045664,0.008470069,0.02069898,0.07462908,0.001057196,0.00545406,0.008723991,0.8735539],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4116268,"threshold_uncertainty_score":0.8392429,"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."}}