{"id":"W9255205","doi":"10.1007/978-1-4020-8854-4_8","title":"Gene Expression Profiling of Microspore Embryogenesis in Brassica napus","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Plant Biotechnology Institute","funders":"","keywords":"Microspore; Brassica; Biology; Profiling (computer programming); Embryogenesis; Gene expression profiling; Gene; Gene expression; Genetics; Botany; Computer science; Stamen","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":[0.0001298818,0.0002500866,0.0003103417,0.000500061,0.000273274,0.0002789962,0.0002699845,0.000322004,0.0006498382],"category_scores_gemma":[0.0001073173,0.0002162903,0.0003727441,0.0004935478,0.0001745445,0.0002309227,0.0001388099,0.0005004327,0.0004944053],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004602406,"about_ca_system_score_gemma":0.0001894054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002658422,"about_ca_topic_score_gemma":0.005236417,"domain_scores_codex":[0.9998578,0.00001096211,0.000008029374,0.00004667915,0.000052646,0.00002385379],"domain_scores_gemma":[0.9999005,0.00003598608,0.00001751284,0.000008930058,0.00002046123,0.00001663601],"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":[0.00001442706,0.000001935904,0.00007932581,0.00001200813,0.000001166607,0.00001099035,0.000009220371,0.00001541498,0.9992098,0.00002130542,0.00002290967,0.0006014216],"study_design_scores_gemma":[0.000007121098,0.000122709,0.0436426,0.00001118696,0.00002593981,0.0002880773,0.00006477483,0.0006205395,0.9509262,0.0000910149,0.004187284,0.00001255877],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953849,0.008993405,0.01903533,0.0003293687,0.0000750174,0.000103328,0.008847876,0.0004556021,0.008311082],"genre_scores_gemma":[0.9257904,0.005540943,0.02448576,0.0005857075,0.00007979881,0.0002122875,0.01524136,0.0003088964,0.02775495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002658422,"threshold_uncertainty_score":0.005285919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01333810908139249,"score_gpt":0.220608852296059,"score_spread":0.2072707432146665,"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."}}