{"id":"W4417045516","doi":"10.3390/plants14243721","title":"Hyperhydricity Syndrome in In Vitro Plants: Mechanisms, Physiology, and Control","year":2025,"lang":"en","type":"article","venue":"Plants","topic":"Plant responses to water stress","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Memorial University of Newfoundland","funders":"Agriculture and Agri-Food Canada","keywords":"In vitro; Metabolite; Ultrastructure; Control (management); Vegetation (pathology); Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001412897,0.0001162795,0.0002453724,0.00004372259,0.00004054114,0.00001967932,0.0001651453,0.0001018079,0.00002012721],"category_scores_gemma":[0.0000258582,0.00004800881,0.00001818164,0.0001236406,0.00002796822,0.00006187009,0.00006015309,0.0001267353,0.0000153097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001921818,"about_ca_system_score_gemma":0.000004908233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000964369,"about_ca_topic_score_gemma":0.002039612,"domain_scores_codex":[0.9991068,0.0001141843,0.0001605662,0.0002641609,0.00007128952,0.0002830059],"domain_scores_gemma":[0.9995345,0.0003561771,0.00003032854,0.00003631973,0.000004373968,0.00003831159],"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":[0.0004942626,0.00006588592,0.008215816,0.000007837068,0.000008040487,0.0002005081,0.00001939591,0.000002715433,0.9832759,0.00003028928,0.00003515401,0.007644147],"study_design_scores_gemma":[0.0005448442,0.00004478942,0.9589368,0.00005515956,0.000002536717,0.00008825955,0.00004125161,0.0002546069,0.03837316,0.001181758,0.0003555026,0.0001212998],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986442,0.0001396128,0.000002041452,0.000391111,0.00007545605,0.0001665135,0.0003721609,0.00003854169,0.0001703535],"genre_scores_gemma":[0.9994031,0.00007852931,0.00001822954,0.000342122,0.000008679225,0.00001725591,0.00005075897,4.6565e-7,0.00008091145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.950721,"threshold_uncertainty_score":0.1957742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00848536956080083,"score_gpt":0.1966413684137534,"score_spread":0.1881559988529526,"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."}}