{"id":"W4403603549","doi":"10.32388/u5qaw4","title":"Review of: \"Critical Review on Carbon Nanomaterial Based Electrochemical Sensing of Dopamine the Vital Neurotransmitter\"","year":2024,"lang":"en","type":"peer-review","venue":"","topic":"Electrochemical sensors and biosensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Dopamine; Neurotransmitter; Nanotechnology; Chemistry; Neuroscience; Materials science; Biology; Central nervous system","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":[],"consensus_categories":[],"category_scores_codex":[0.005714955,0.0008549237,0.001550693,0.003063354,0.0007812354,0.002321277,0.002187215,0.003496113,0.01309071],"category_scores_gemma":[0.01807386,0.0003952636,0.0006384224,0.002640725,0.001251349,0.002479052,0.001135698,0.002378478,0.006923888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001876065,"about_ca_system_score_gemma":0.005587023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001536601,"about_ca_topic_score_gemma":0.003076257,"domain_scores_codex":[0.9972287,0.0006248325,0.0004002195,0.0002857444,0.00130414,0.0001563224],"domain_scores_gemma":[0.9801452,0.004638969,0.001179013,0.0003621743,0.01284583,0.000828764],"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":[0.00011551,0.00003932779,0.0001564806,0.01175637,0.0001044243,0.000177133,0.00006598211,0.00006121705,0.00182061,0.002302149,0.8009179,0.1824829],"study_design_scores_gemma":[0.00002093241,0.00007090791,0.0003848902,0.001854829,0.00009268222,0.0002510258,0.00003816017,0.00003140264,0.0010632,0.0005543059,0.9956182,0.00001941147],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004720485,0.783568,0.00140656,0.05871624,0.1487592,0.0001502701,0.0002750887,0.00007659962,0.006576008],"genre_scores_gemma":[0.004511224,0.8908886,0.001419866,0.0316496,0.05473843,0.0001519354,0.000468692,0.00004837901,0.01612328],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01309071,"threshold_uncertainty_score":0.04379272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01360161819569294,"score_gpt":0.2552987193841687,"score_spread":0.2416971011884758,"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."}}