{"id":"W4254849509","doi":"10.1023/a:1025428323715","title":"Preface","year":2003,"lang":"en","type":"article","venue":"Molecular and Cellular Biochemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Boniface Hospital","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":[0.001220201,0.0007834421,0.0005558538,0.002458838,0.002182879,0.00224175,0.001056425,0.0007651945,0.3764092],"category_scores_gemma":[0.008691325,0.0002040774,0.0005383895,0.00139063,0.0003858872,0.001674364,0.001636771,0.002404165,0.2522356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00149503,"about_ca_system_score_gemma":0.001576842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003828482,"about_ca_topic_score_gemma":0.005113004,"domain_scores_codex":[0.9995006,0.00006237553,0.0000294055,0.0000753545,0.0002844625,0.00004778454],"domain_scores_gemma":[0.9952041,0.0006011603,0.0001431269,0.0004242532,0.002880037,0.0007473624],"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":[0.00002944265,0.00001734428,0.00007190355,0.00006071475,0.000001666785,0.00003607031,0.00002329885,0.00003717511,0.0001467052,0.002292812,0.9644295,0.0328533],"study_design_scores_gemma":[0.00000446945,0.00001158721,0.0003137052,0.00006653801,0.00000194763,0.00003596368,0.00003371398,0.00002798673,0.0001575507,0.002176835,0.9971657,0.000003942636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00159075,0.01198195,0.00878481,0.03650008,0.4452228,0.0007251485,0.01126824,0.001551334,0.4823748],"genre_scores_gemma":[0.005804545,0.004514146,0.002516885,0.006970591,0.04571066,0.0002437637,0.006569509,0.0006848602,0.926985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6235908,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003788663738206797,"score_gpt":0.192189552783865,"score_spread":0.1884008890456582,"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."}}