{"id":"W1518692175","doi":"10.1126/science.287.5454.810","title":"A Life in Science","year":2000,"lang":"en","type":"article","venue":"Science","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Data science; Computer science","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":[0.002486357,0.0008501787,0.0006352832,0.001101651,0.007194422,0.009041207,0.0007203264,0.003830005,0.01637063],"category_scores_gemma":[0.005469715,0.0002321844,0.0004478885,0.0008020744,0.01672595,0.01005664,0.006356336,0.008668189,0.008393893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003451848,"about_ca_system_score_gemma":0.005216905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174797,"about_ca_topic_score_gemma":0.002697365,"domain_scores_codex":[0.99739,0.001085605,0.00009756884,0.0003681525,0.0007391924,0.0003195478],"domain_scores_gemma":[0.9966848,0.0009739007,0.0001579533,0.0004110043,0.0007235268,0.001048819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003687704,0.00003015899,0.000253153,0.0001560081,0.00001343097,0.0001674735,0.00554429,0.00006907513,0.0005737229,0.5430447,0.3966815,0.05342945],"study_design_scores_gemma":[0.000001913637,0.00001133864,0.00006575726,0.00009514124,0.000001520458,0.00007515174,0.0007433856,0.00001540449,0.00004738531,0.03154098,0.9673983,0.000003727645],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003289075,0.1308829,0.005949855,0.4114088,0.07192672,0.00005478849,0.0001900711,0.0002980941,0.3759997],"genre_scores_gemma":[0.1451735,0.1035773,0.009249018,0.2689534,0.0522215,0.0001706654,0.0003522534,0.0004943468,0.419808],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01637063,"threshold_uncertainty_score":0.05476516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01546577238652164,"score_gpt":0.3050914976652971,"score_spread":0.2896257252787755,"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."}}