{"id":"W1946756568","doi":"10.1038/npg.els.0001660","title":"Origin of Novelties","year":2003,"lang":"en","type":"other","venue":"Encyclopedia of Life Sciences","topic":"Developmental Biology and Gene Regulation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Precambrian; Novelty; Multicellular organism; Phylum; Evolutionary biology; Biology; Paleontology; Genetics; Philosophy; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001846436,0.0001152888,0.0001812108,0.00009397283,0.0000240145,0.00000147383,0.0002035364,0.0002049895,0.0003060978],"category_scores_gemma":[0.0000754713,0.00009437359,0.00005003348,0.000121806,0.0005191818,0.000001455546,0.00004293293,0.00002989498,0.000009122603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002022493,"about_ca_system_score_gemma":0.0002705119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002843979,"about_ca_topic_score_gemma":0.0000469431,"domain_scores_codex":[0.9992986,0.00003484773,0.0001935992,0.0002279476,0.0001298516,0.0001151373],"domain_scores_gemma":[0.9995704,0.000007844415,0.0002372381,0.0001318349,0.00002063399,0.00003205031],"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":[0.00002189862,0.00008144091,0.05355726,0.0001333305,0.0001139393,3.439328e-7,0.00005892458,0.00001279918,0.01677737,0.0008387916,0.9252617,0.003142222],"study_design_scores_gemma":[0.0001188784,0.0001268196,0.001703604,0.00003310782,0.000007946166,0.000001140468,0.00004568151,4.413909e-7,0.01173453,0.00007555196,0.9860104,0.0001418549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02025537,0.005717803,0.00007305737,0.00002840374,0.000595398,0.0001087406,0.00003262575,0.000006554834,0.973182],"genre_scores_gemma":[0.02423554,0.008659053,0.009932072,0.0001225366,0.0003576914,0.0000106762,0.000115,0.0000691512,0.9564983],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06074877,"threshold_uncertainty_score":0.3848443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01178186599565658,"score_gpt":0.2619777279521369,"score_spread":0.2501958619564803,"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."}}