{"id":"W4399326800","doi":"10.1007/s11427-024-2581-2","title":"Plant regeneration in the new era: from molecular mechanisms to biotechnology applications","year":2024,"lang":"en","type":"article","venue":"Science China Life Sciences","topic":"Plant Molecular Biology Research","field":"Agricultural and Biological Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Genetics","funders":"","keywords":"Regeneration (biology); Biology; Reprogramming; Meristem; Epigenetics; Somatic embryogenesis; Somatic cell; Cell biology; Biotechnology; Botany; Cell; Genetics; Embryo; Gene; Shoot; Embryogenesis","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":[0.001074718,0.0003913896,0.0005867799,0.000772207,0.000564809,0.001760414,0.0007327578,0.001069998,0.002502058],"category_scores_gemma":[0.0003959596,0.0001895469,0.000386757,0.0004211192,0.002733195,0.003840869,0.001153813,0.001805822,0.0003991212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013706,"about_ca_system_score_gemma":0.0009019657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005119936,"about_ca_topic_score_gemma":0.0005971174,"domain_scores_codex":[0.9997079,0.00005007955,0.00001625091,0.00006665989,0.00009542434,0.00006370615],"domain_scores_gemma":[0.9995832,0.0001303854,0.00007208074,0.00004815447,0.00005580756,0.0001103973],"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":[0.0007624027,0.0002979639,0.003627898,0.00266881,0.00007285635,0.001165603,0.0008807127,0.001683184,0.4511639,0.1915541,0.0054212,0.3407013],"study_design_scores_gemma":[0.000143525,0.001431931,0.01764899,0.0009187555,0.0002033154,0.004393221,0.00250282,0.009666292,0.1545997,0.3008035,0.5075024,0.0001854747],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1806017,0.7223746,0.03587652,0.03152974,0.001830959,0.0000456551,0.0001772884,0.000374358,0.02718918],"genre_scores_gemma":[0.7323748,0.2375892,0.01085133,0.004627285,0.001715795,0.00005790462,0.0001958298,0.0000501486,0.01253768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002502058,"threshold_uncertainty_score":0.009944379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959104935552055,"score_gpt":0.2689199978213465,"score_spread":0.2493289484658259,"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."}}