{"id":"W4410385196","doi":"10.1017/9781009486255.003","title":"A Morphogenesis","year":2025,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Origins and Evolution of Life","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Morphogenesis; Computer science; Biology; Genetics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003384335,0.0002875826,0.0003131732,0.0001384517,0.0001753678,0.00003026624,0.0003164916,0.000146294,0.0000845961],"category_scores_gemma":[6.554002e-7,0.0003492293,0.0002998478,0.000006716023,0.00009607206,0.00004459926,0.0002322006,0.0002506054,0.0000348581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008937994,"about_ca_system_score_gemma":0.0001707195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003464306,"about_ca_topic_score_gemma":4.017195e-7,"domain_scores_codex":[0.9991268,0.00001309457,0.0001380907,0.000363004,0.0001471324,0.0002118782],"domain_scores_gemma":[0.9992031,0.00002721122,0.0001323436,0.0004124014,0.000102558,0.0001223753],"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":[0.00001575566,0.000006631876,0.00001925857,0.00001973927,0.0001661789,0.00001581508,0.000003514829,0.000001356866,0.000007011801,0.7703902,0.227794,0.001560573],"study_design_scores_gemma":[0.0003346307,0.00001215954,0.00001245388,0.0000900226,0.0002093221,5.325142e-7,0.00001577317,0.00003135431,0.000134224,0.0000327858,0.9988084,0.0003183864],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005761292,0.00005748399,0.001339217,0.00001826124,0.0002724845,0.0001882502,0.001407188,0.00007397469,0.9965855],"genre_scores_gemma":[0.00168585,0.00001198703,0.00008915267,0.00003619886,0.0003139163,6.19268e-7,0.0001101693,0.00002330399,0.9977288],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7710144,"threshold_uncertainty_score":0.999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01343844282098765,"score_gpt":0.1929101092749281,"score_spread":0.1794716664539404,"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."}}