{"id":"W2049269279","doi":"10.1002/smll.200600627","title":"From Revolution to Evolution","year":2006,"lang":"en","type":"article","venue":"Small","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials science; Nanotechnology; Evolutionary biology; Biology","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":[0.002218558,0.0005766538,0.000565523,0.0009334743,0.004475951,0.0083506,0.00105742,0.002971243,0.03373296],"category_scores_gemma":[0.007202068,0.0002411898,0.0003908974,0.0007724682,0.009255565,0.01097355,0.004717597,0.006040318,0.009167379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003498009,"about_ca_system_score_gemma":0.003094103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001138128,"about_ca_topic_score_gemma":0.002017312,"domain_scores_codex":[0.9973654,0.000961169,0.00009773359,0.0004117264,0.0007841661,0.000379839],"domain_scores_gemma":[0.9978123,0.0008638659,0.0001214167,0.0003637074,0.0003401432,0.0004984524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002774318,0.00001346667,0.0001330549,0.0001212515,0.000006441419,0.00007985591,0.001959415,0.00005978167,0.0002388784,0.5700584,0.3777811,0.04952057],"study_design_scores_gemma":[0.000001424367,0.0000069517,0.00005019795,0.00006325007,8.208642e-7,0.00003473786,0.0002589743,0.00001864777,0.00005122786,0.04355872,0.9559517,0.000003369663],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0036056,0.07900868,0.005763924,0.2830215,0.06972331,0.00003536063,0.0002233512,0.0004621126,0.5581561],"genre_scores_gemma":[0.1613886,0.07717048,0.004500959,0.1349451,0.04762805,0.0001431207,0.0004353188,0.001022448,0.5727659],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03373296,"threshold_uncertainty_score":0.112848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278204133010167,"score_gpt":0.2520021077077357,"score_spread":0.2392200663776341,"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."}}