{"id":"W3142322725","doi":"10.1080/1521654031000124285","title":"How I Became a Biochemist","year":2003,"lang":"en","type":"article","venue":"IUBMB Life","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"","keywords":"Biochemist; Citation; Library science; Sick child; Computer science; Medicine; Classics; History; Pediatrics","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":[0.01349765,0.001163354,0.0009780332,0.00168958,0.009542258,0.02037306,0.002448313,0.00956316,0.02586604],"category_scores_gemma":[0.03888679,0.0008647034,0.001322547,0.001031919,0.01686346,0.01818126,0.01027124,0.03238918,0.02339353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006213279,"about_ca_system_score_gemma":0.01224327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004122613,"about_ca_topic_score_gemma":0.006340721,"domain_scores_codex":[0.9871978,0.00579451,0.0003252207,0.001970228,0.003088375,0.001623833],"domain_scores_gemma":[0.9647451,0.002876938,0.0009009756,0.001891809,0.007110144,0.02247504],"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":[0.0001178298,0.0001774939,0.001405533,0.0002188096,0.00005417197,0.0005102333,0.008653913,0.00008961344,0.001205211,0.09676522,0.847518,0.04328393],"study_design_scores_gemma":[0.00001574027,0.0000317049,0.0002375168,0.0002555204,0.000009543023,0.0002878392,0.003110568,0.00002476311,0.0001527571,0.03220997,0.9636341,0.00002990333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.001280574,0.01370848,0.003196153,0.8567009,0.05644264,0.00005190526,0.0001273292,0.000279317,0.06821272],"genre_scores_gemma":[0.0329807,0.0100169,0.006606769,0.6737912,0.01366633,0.0002267542,0.0001965621,0.0005995788,0.2619152],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02586604,"threshold_uncertainty_score":0.08653051,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754345878703571,"score_gpt":0.2676039912233443,"score_spread":0.2500605324363086,"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."}}