{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01193442,0.0008939264,0.0008473958,0.001601605,0.01229432,0.02335001,0.001581291,0.006945193,0.01337956],"category_scores_gemma":[0.02981398,0.000868794,0.0008938079,0.0009849651,0.01687257,0.01621288,0.009531161,0.01937342,0.01751188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00675418,"about_ca_system_score_gemma":0.01453998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005227822,"about_ca_topic_score_gemma":0.005458304,"domain_scores_codex":[0.9773788,0.00876623,0.0006463631,0.003592494,0.00653054,0.003085435],"domain_scores_gemma":[0.9685951,0.002081406,0.001752893,0.001826657,0.007322098,0.01842185],"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":[0.0000839608,0.0001651998,0.002949872,0.0005821614,0.00007132718,0.0006623651,0.03382384,0.00008839034,0.002990481,0.1090484,0.7439113,0.1056227],"study_design_scores_gemma":[0.000004899632,0.00004236686,0.0005794966,0.0004320225,0.000006912884,0.0003949344,0.005209296,0.00001805864,0.000303637,0.01074986,0.9822273,0.00003130847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003949067,0.04390384,0.003582396,0.8280079,0.04084266,0.00006746804,0.0001074061,0.0002746181,0.07926457],"genre_scores_gemma":[0.1163343,0.05776163,0.008487977,0.5285138,0.01831239,0.0003389398,0.0002750192,0.0006043619,0.2693716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02335001,"threshold_uncertainty_score":0.06311595,"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."}}