{"id":"W2892550853","doi":"10.1016/j.biosystems.2018.09.014","title":"Hyper-restorative non-equilibrium state as a driving force of biological morphogenesis","year":2018,"lang":"en","type":"review","venue":"Biosystems","topic":"Biofield Effects and Biophysics","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Complexification; Living systems; Physics; Classical mechanics; Process (computing); Biological system; Statistical physics; Computer science; Biology; Quantum mechanics; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.0002989766,0.0003943387,0.0006206098,0.0008142762,0.0003536309,0.0008938999,0.0007062501,0.0007813617,0.001698418],"category_scores_gemma":[0.0003881079,0.0001581366,0.0002330576,0.000720735,0.001033713,0.001185966,0.0007980255,0.00100317,0.0005226576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005030811,"about_ca_system_score_gemma":0.0006148061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004625271,"about_ca_topic_score_gemma":0.0007541882,"domain_scores_codex":[0.9999021,0.00002009263,0.00000805365,0.0000196161,0.00003313523,0.00001689619],"domain_scores_gemma":[0.9998935,0.00005451059,0.00001757402,0.000005418641,0.00001972677,0.000009301876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009271025,0.00007275287,0.0007090096,0.01674665,0.00009652512,0.0007944182,0.0003757233,0.002006313,0.02794574,0.1392347,0.01360736,0.7983182],"study_design_scores_gemma":[0.00001513074,0.000117549,0.00137233,0.002304378,0.0001142343,0.002036266,0.0002999347,0.001455149,0.01554151,0.05839386,0.918291,0.00005861847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002235738,0.9886579,0.002544967,0.0007102258,0.000338331,0.000008497452,0.00002333939,0.00002165549,0.005459298],"genre_scores_gemma":[0.03015979,0.9660959,0.001099623,0.000259143,0.0003188315,0.00001746372,0.00003362223,0.000007328961,0.002008267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001698418,"threshold_uncertainty_score":0.005681753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06210580519066211,"score_gpt":0.338223135555519,"score_spread":0.2761173303648569,"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."}}