{"id":"W2044200162","doi":"10.1139/b06-064","title":"When microspores decide to become embryos — cellular and molecular changesThis review is one of a selection of papers published in the Special Issue on Plant Cell Biology.","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Botany","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Microspore; Biology; Cell biology; Gene expression; Ploidy; Embryo; Botany; Doubled haploidy; Gene; Genetics; Pollen; Stamen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000257341,0.00009114289,0.0002070949,0.00009845974,0.00003127133,0.00001289115,0.0001353442,0.0001016539,0.0001636164],"category_scores_gemma":[0.00003461998,0.00006693778,0.00005656929,0.0001027422,0.00004179856,0.000004848841,0.000006077407,0.00008870674,6.310748e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002229048,"about_ca_system_score_gemma":0.0001840285,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00272146,"about_ca_topic_score_gemma":0.04317449,"domain_scores_codex":[0.9993091,0.00006487311,0.0002951519,0.0001168685,0.00007876099,0.0001352908],"domain_scores_gemma":[0.999518,0.000007142936,0.0001870268,0.0000994197,0.0000952002,0.00009323999],"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":[0.00002396949,0.00001962638,0.0008821293,0.00004625923,0.0000171859,0.00002207313,0.0001503994,0.000008074535,0.9348735,0.00002054246,0.06346997,0.0004663198],"study_design_scores_gemma":[0.0002169614,0.0003492279,0.001393137,0.0002106667,0.00003478623,0.00005607263,0.0000421654,0.000001026442,0.6816427,0.00002606179,0.3159455,0.00008167281],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696434,0.02559404,0.00001893816,0.003560605,0.000122282,0.0001971839,0.00008197496,4.871812e-7,0.0007810906],"genre_scores_gemma":[0.9952036,0.001453348,0.0002389949,0.001753206,0.001018419,0.000002948805,0.00005548478,0.000009095772,0.0002649727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2532308,"threshold_uncertainty_score":0.9742851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006923166150476221,"score_gpt":0.20163080083185,"score_spread":0.1947076346813738,"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."}}