{"id":"W4251854178","doi":"10.1007/s11012-007-9104-4","title":"Convex fung-type potentials for biological tissues","year":2007,"lang":"en","type":"article","venue":"Meccanica","topic":"Gene Regulatory Network Analysis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Type (biology); Regular polygon; Computer science; Mathematics; Mathematical economics; Applied mathematics; Geometry; Biology; Ecology","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":[0.0004707266,0.0001305011,0.0001898456,0.00002836201,0.00007076758,0.00001349445,0.0001928729,0.0001980228,0.0001229431],"category_scores_gemma":[0.00009441338,0.0001128068,0.0001493952,0.0001053618,0.00006203574,0.000001159666,0.00007734906,0.00004023483,0.00003344309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101164,"about_ca_system_score_gemma":0.00003228164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005123486,"about_ca_topic_score_gemma":0.00002894049,"domain_scores_codex":[0.9989939,0.00003530163,0.0002228731,0.0003392386,0.00008659579,0.000322051],"domain_scores_gemma":[0.9993546,0.00002337482,0.00007172694,0.0003340105,0.0001142671,0.0001020189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001672257,0.00004588214,0.003172228,0.000007538301,0.0001710289,0.000003501234,0.00001252566,0.00004268118,0.9790844,0.0002083997,0.01117335,0.005911226],"study_design_scores_gemma":[0.0004059324,0.0004773012,0.005645972,0.000004222006,0.00007118066,0.00001068246,0.00005112865,0.00006569845,0.4859252,0.0002678921,0.5068156,0.0002591601],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752454,0.003004823,0.01986669,0.0002413912,0.0003371465,0.0002643028,0.00001096625,0.00003112486,0.0009982234],"genre_scores_gemma":[0.9949402,0.0001807779,0.002541322,0.0002843554,0.0005995414,0.000008160858,0.0001565581,0.00001900958,0.0012701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956422,"threshold_uncertainty_score":0.4600128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02156055635975401,"score_gpt":0.2859537696728981,"score_spread":0.2643932133131441,"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."}}