{"id":"W2025212974","doi":"10.1139/b09-029","title":"Progress and opportunities in seed genomics research at the Plant Biotechnology InstituteThis paper is one of a selection of papers published in a Special Issue from the National Research Council of Canada – Plant Biotechnology Institute.","year":2009,"lang":"en","type":"article","venue":"Botany","topic":"Plant Genetic and Mutation Studies","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Plant Biotechnology Institute","funders":"Genome Prairie; Genome Alberta; Ministry of Agriculture - Saskatchewan; National Research Council Canada; Genome Canada","keywords":"Canola; Biotechnology; Biology; Brassica; Genomics; Crop; Agronomy; Genome; Gene","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962182,0.00007812798,0.000206017,0.00005844707,0.0001923674,0.00001310759,0.000260974,0.0001747857,0.0002128167],"category_scores_gemma":[0.0005908793,0.00003145284,0.00001553487,0.0005987208,0.0009379846,0.00005469059,0.0001336584,0.0002880979,3.940144e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004324781,"about_ca_system_score_gemma":0.0009519011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09576987,"about_ca_topic_score_gemma":0.8195471,"domain_scores_codex":[0.99812,0.0001440715,0.000315579,0.0002062152,0.0009727501,0.0002414417],"domain_scores_gemma":[0.9988815,0.0004367801,0.0001011203,0.00005194158,0.0005058458,0.00002286034],"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":[0.0006866195,0.000252794,0.006033009,0.00001945026,0.00008123358,0.00001882828,0.003179744,0.00001488473,0.916571,0.008801678,0.0372237,0.02711704],"study_design_scores_gemma":[0.0005342779,0.0004155783,0.3769842,0.0001088441,0.000007573055,0.00001975965,0.006792254,0.00008443117,0.06039565,0.002074182,0.5524372,0.0001459954],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9521865,0.0008218918,6.658848e-8,0.0442377,0.00005035947,0.0002856429,0.0005701162,0.000005185297,0.001842561],"genre_scores_gemma":[0.9974157,0.002091334,0.00002655526,0.0001902152,0.0001105101,0.00001672713,0.00001708162,5.906816e-7,0.0001312983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8561754,"threshold_uncertainty_score":0.9102515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592225750511148,"score_gpt":0.2830190528275763,"score_spread":0.1237964777764614,"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."}}