{"id":"W4404696788","doi":"10.1007/s44372-024-00049-4","title":"In vitro germination of date palm somatic embryos and conversion into plants under dark culture conditions: novel protocol to reducing the time and production costs","year":2024,"lang":"en","type":"article","venue":"Discover Plants.","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Germination; Somatic embryogenesis; In vitro; Protocol (science); Biology; Production (economics); Somatic cell; Botany; Embryo; Tissue culture; Biotechnology; Horticulture; Cell biology; Medicine; Economics; Genetics; Gene","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":[0.0003299863,0.0005717545,0.0004652891,0.0003971283,0.0004656716,0.0003939418,0.0005234702,0.0003897276,0.001227393],"category_scores_gemma":[0.0001859727,0.000309157,0.0003899662,0.0002981289,0.000222582,0.0003286438,0.0005301673,0.00146211,0.0008111846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002563677,"about_ca_system_score_gemma":0.0004411163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006705511,"about_ca_topic_score_gemma":0.002654469,"domain_scores_codex":[0.9996593,0.00003930838,0.00005345077,0.0001124567,0.0001063141,0.0000290916],"domain_scores_gemma":[0.9997694,0.00003824064,0.00005205019,0.00006968068,0.00002843942,0.00004214658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001390588,0.00001231781,0.00005608779,0.00003957998,0.000001798256,0.00004901404,0.00001563635,0.00002768074,0.9982487,0.00006196244,0.00002446287,0.001448909],"study_design_scores_gemma":[0.000009222608,0.0001444964,0.002773067,0.00001482144,0.00002630849,0.0005185754,0.00003063471,0.0006195746,0.9861563,0.00009272635,0.009594318,0.00001988623],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5577299,0.006074617,0.4179371,0.0003896629,0.0005666719,0.001440381,0.002239022,0.001466017,0.0121566],"genre_scores_gemma":[0.6551356,0.005994192,0.3066481,0.0002651131,0.0001305691,0.00153588,0.004879961,0.0005326948,0.02487786],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001227393,"threshold_uncertainty_score":0.004105985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008177725538019693,"score_gpt":0.2730737321350233,"score_spread":0.2648960065970036,"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."}}