{"id":"W4239512803","doi":"10.1016/s0022-0728(02)00740-4","title":"Preface","year":2002,"lang":"en","type":"article","venue":"Journal of Electroanalytical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Chemistry","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":[0.001274305,0.0008444662,0.0005440035,0.003059964,0.002197938,0.002421047,0.001111839,0.0007393563,0.4098964],"category_scores_gemma":[0.0101101,0.000214169,0.0004778871,0.001621922,0.0003939068,0.001831588,0.001625492,0.002195947,0.2706285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532311,"about_ca_system_score_gemma":0.001797998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004146592,"about_ca_topic_score_gemma":0.005356077,"domain_scores_codex":[0.9993747,0.00007195156,0.00003571817,0.00009657887,0.0003682678,0.00005278683],"domain_scores_gemma":[0.9946699,0.0006474201,0.0001601978,0.0004490441,0.003430306,0.0006431543],"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":[0.00002352097,0.00001680538,0.0000816318,0.00006071934,0.000001533027,0.00002949538,0.00002903496,0.0000383961,0.0001315481,0.002460302,0.9632844,0.03384258],"study_design_scores_gemma":[0.000003160915,0.00001014893,0.0002544975,0.00006500342,0.000001634583,0.00003083441,0.00003572501,0.00002276666,0.0001333059,0.001831308,0.9976081,0.000003630468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00176775,0.01309008,0.009474552,0.03275664,0.3175711,0.0006711217,0.01439204,0.001886697,0.60839],"genre_scores_gemma":[0.005259547,0.004863896,0.002469406,0.005214617,0.02502009,0.0002230145,0.00806515,0.0007607593,0.9481236],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5901036,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0171212899978123,"score_gpt":0.2325700750710684,"score_spread":0.2154487850732562,"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."}}