{"id":"W4413865554","doi":"10.1111/ppl.70485","title":"Genome‐Wide Identification and Evolution of Core Cell Cycle Genes in <scp> <i>Marchantia polymorpha</i> </scp> : Insights Into Redundancy, Stress, and Functional Evolution","year":2025,"lang":"en","type":"article","venue":"Physiologia Plantarum","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Key Research and Development Program of China","keywords":"Marchantia polymorpha; Biology; Genome; Gene; Identification (biology); Redundancy (engineering); Computational biology; Cell; Genetics; Botany; Computer science","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":[0.0001265967,0.0002881302,0.0003000088,0.0008404236,0.0003795396,0.0002936462,0.0001722397,0.000220526,0.0006965217],"category_scores_gemma":[0.0001314524,0.0001186374,0.0004891472,0.001068532,0.0001446879,0.0001626596,0.0002741338,0.0003104708,0.000154712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002436212,"about_ca_system_score_gemma":0.0001886069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00228354,"about_ca_topic_score_gemma":0.003352665,"domain_scores_codex":[0.9999217,0.000004705349,0.000006970129,0.00003728553,0.0000170252,0.00001235421],"domain_scores_gemma":[0.9999141,0.00001143395,0.00003591727,0.000008154901,0.00001032926,0.00002016289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003248473,0.00003678898,0.04195357,0.0001149156,0.00006580492,0.0003198217,0.0001597047,0.0002316696,0.9459018,0.0001119024,0.000192802,0.01058631],"study_design_scores_gemma":[0.00002715817,0.0001473209,0.945044,0.00001558345,0.0001692056,0.001045467,0.0001924173,0.002608929,0.0447951,0.0001547903,0.005779373,0.00002061965],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956998,0.0004093619,0.0009421868,0.0000429156,0.000004202579,0.00001505307,0.002466471,0.00004122424,0.0003789909],"genre_scores_gemma":[0.990982,0.0003048465,0.002110051,0.00006049137,0.000008063032,0.00002731702,0.005784967,0.00002259957,0.0006997348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00228354,"threshold_uncertainty_score":0.004540443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008369487178482685,"score_gpt":0.2161187842765292,"score_spread":0.2077492970980465,"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."}}