{"id":"W2083547182","doi":"10.1002/iub.374","title":"How I Became a Biochemist… and Beyond…","year":2010,"lang":"en","type":"article","venue":"IUBMB Life","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biochemist; Philosophy; Classics; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007059991,0.00008013242,0.00006216424,0.00001444281,0.00004401347,0.00004881129,0.00007226006,0.0001105834,0.00002592059],"category_scores_gemma":[0.0001200036,0.00007477764,0.00002589,0.00002726993,0.000055496,0.000002558103,0.00004567325,0.00006824126,0.000006315092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001554951,"about_ca_system_score_gemma":0.00002765075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004021405,"about_ca_topic_score_gemma":0.00001271469,"domain_scores_codex":[0.9995446,0.00001022605,0.00006565336,0.0001934964,0.00006988929,0.0001161791],"domain_scores_gemma":[0.9996422,0.000005168772,0.00003272252,0.0001829513,0.00002887347,0.0001080703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001166199,0.00001414814,0.002208795,0.000007453872,0.00001234429,0.000001045284,0.00002963686,7.437743e-8,0.9863649,0.0002966084,0.009506848,0.00154651],"study_design_scores_gemma":[0.0004761954,0.00007643734,0.00312626,0.000002127863,0.000010602,0.00002132832,0.0001037423,0.00001944148,0.8811777,0.0001663203,0.1146583,0.0001616018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942815,0.0002669277,0.0002264109,0.001126802,0.0002185188,0.00006690285,0.00001075011,0.00001028926,0.00379187],"genre_scores_gemma":[0.995495,0.00005151518,0.0009842133,0.0007589103,0.0004258656,0.0000118079,0.00008801729,0.00001072996,0.002173942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051872,"threshold_uncertainty_score":0.3049344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00541656147712246,"score_gpt":0.2257840720467149,"score_spread":0.2203675105695924,"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."}}