{"id":"W3093930221","doi":"10.1016/j.biosystems.2020.104279","title":"D'Arcy W. Thompson's On Growth and Form: A landmark for the mathematical foundations of epigenetics","year":2020,"lang":"en","type":"article","venue":"Biosystems","topic":"Philosophy and History of Science","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Landmark; Relevance (law); Epigenetics; Cognitive science; Epigenesis; Computer science; Biology; Artificial intelligence; Psychology; DNA methylation; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002733073,0.0006638014,0.0007510873,0.001495329,0.001623252,0.003238965,0.001048954,0.002648087,0.004283383],"category_scores_gemma":[0.006457151,0.0003343611,0.0007617783,0.001381669,0.01559255,0.006124836,0.002639272,0.006610738,0.001210533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663709,"about_ca_system_score_gemma":0.002275678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004660758,"about_ca_topic_score_gemma":0.005889351,"domain_scores_codex":[0.9987907,0.0004472504,0.00005569581,0.0003047486,0.0003254778,0.00007614167],"domain_scores_gemma":[0.9960068,0.00277583,0.0001758728,0.0003996247,0.0004523035,0.0001897383],"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":[0.00001047225,0.00000481087,0.00009715719,0.00004349828,0.000004555701,0.00002683505,0.0003844729,0.0002711496,0.0001582306,0.9761964,0.01466625,0.008136156],"study_design_scores_gemma":[0.000005701602,0.000008679597,0.0001370937,0.00009635614,0.000004869798,0.0000753478,0.0000939437,0.0002939945,0.0003372194,0.8029082,0.1960206,0.00001790874],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01144147,0.1268866,0.2027233,0.3945183,0.01972196,0.00005738198,0.0004689703,0.0003306936,0.2438513],"genre_scores_gemma":[0.4489021,0.1123985,0.1249372,0.06550603,0.01455722,0.0003372528,0.0002305475,0.0007147954,0.2324164],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9983767,"threshold_uncertainty_score":0.01932669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1114989313095624,"score_gpt":0.2493511718317314,"score_spread":0.137852240522169,"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."}}