{"id":"W2073533762","doi":"10.1387/ijdb.052099rg","title":"A review of Stuart Pivars book Lifecode: The Theory of Biological Self Organization","year":2006,"lang":"en","type":"review","venue":"The International Journal of Developmental Biology","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Manitoba Health; Health Sciences Centre; University of Manitoba","funders":"","keywords":"Biology; Beauty; Painting; Organism; Privilege (computing); Extinction (optical mineralogy); Art history; Aesthetics; Art; Paleontology; Law","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":[0.0009801564,0.0001986639,0.0008086416,0.00009765234,0.00005008451,0.000009821581,0.001019432,0.00007998828,0.0008534967],"category_scores_gemma":[0.00006584838,0.00009126848,0.0003556451,0.0001785824,0.0001717174,0.00005086715,0.000183565,0.0002669326,0.00001787578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009535206,"about_ca_system_score_gemma":0.0005913107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009495399,"about_ca_topic_score_gemma":2.538238e-7,"domain_scores_codex":[0.9979569,0.0003420079,0.001263166,0.0001132058,0.0002076873,0.0001170531],"domain_scores_gemma":[0.997083,0.0004011461,0.001899087,0.0001108009,0.0004790004,0.00002695232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007303384,0.001019615,0.006870876,0.005361012,0.008803927,0.000007208024,0.0003495979,0.00000313509,0.0001028996,0.1531177,0.1078093,0.7164817],"study_design_scores_gemma":[0.0001481926,0.00005716676,0.00006673393,0.006819407,0.0001998097,0.00008391667,0.00004328594,1.810715e-7,0.00005921912,0.001682108,0.9907377,0.0001022747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000148808,0.9967327,0.0004075209,0.0003274909,0.0006254495,0.0002320219,0.0001477169,0.000004234897,0.001374029],"genre_scores_gemma":[0.001511083,0.9970129,0.0003340897,0.0003357354,0.0004985536,0.000005596116,0.0001730889,0.0000131574,0.000115758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8829284,"threshold_uncertainty_score":0.934519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049809964138854,"score_gpt":0.3141399301168952,"score_spread":0.2836418304755067,"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."}}