{"id":"W2046590649","doi":"10.1038/embor.2009.195","title":"The complexity of living: when biology meets theory","year":2009,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Genetics; Centre National de la Recherche Scientifique; Weizmann Institute of Science; Institut National de la Santé et de la Recherche Médicale","keywords":"Biology; Evolutionary biology; Computational biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01286481,0.0009648744,0.002863177,0.00366578,0.003107204,0.01112595,0.002596827,0.004798365,0.006103061],"category_scores_gemma":[0.03455759,0.001023133,0.001199705,0.002320923,0.04529902,0.04545294,0.005517811,0.01000995,0.0009504964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004865387,"about_ca_system_score_gemma":0.002896008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00345183,"about_ca_topic_score_gemma":0.003138489,"domain_scores_codex":[0.9939346,0.003225302,0.00025394,0.0006853214,0.001475726,0.0004251276],"domain_scores_gemma":[0.9661774,0.028004,0.000891818,0.00270036,0.001273075,0.0009534394],"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":[0.00005201134,0.00003334234,0.001262121,0.0002973483,0.0000656197,0.000102618,0.001003154,0.003510426,0.0003775678,0.9773263,0.00365271,0.01231672],"study_design_scores_gemma":[0.00001222989,0.0000116331,0.0001848209,0.00006314048,0.000008686186,0.00004347436,0.0004217396,0.002745765,0.000115498,0.9899029,0.00647265,0.00001758197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06670446,0.08884477,0.3926037,0.3668419,0.005358692,0.0001421786,0.0004368457,0.0004662288,0.0786012],"genre_scores_gemma":[0.8736872,0.02634937,0.06920414,0.01851163,0.005592456,0.0003572131,0.0002501959,0.0003704079,0.005677375],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01286481,"threshold_uncertainty_score":0.06803644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639450889324357,"score_gpt":0.25553871105171,"score_spread":0.2391442021584664,"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."}}