{"id":"W4206842858","doi":"10.1002/csan.20552","title":"Pedigree, Recombination, and Selection Shape Canadian Bread Wheat Diversity","year":2021,"lang":"en","type":"article","venue":"CSA News","topic":"Agricultural Productivity and Crop Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Selection (genetic algorithm); Diversity (politics); Citation; Recombination; Library science; Genealogy; Information retrieval; Computer science; Biology; Political science; History; Genetics; Artificial intelligence; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001272039,0.0001918104,0.000256171,0.001060606,0.001694928,0.001855433,0.0005479128,0.000518123,0.00602974],"category_scores_gemma":[0.003209711,0.0001900893,0.0002793009,0.00245078,0.001338828,0.000575521,0.0005784158,0.0008435915,0.0003801323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01018314,"about_ca_system_score_gemma":0.007732944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.912695,"about_ca_topic_score_gemma":0.9781873,"domain_scores_codex":[0.9995167,0.00009145247,0.00001313808,0.00008816632,0.0001482793,0.000142293],"domain_scores_gemma":[0.9984452,0.0005042202,0.0001809807,0.0000955161,0.0004990087,0.000275007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001292269,0.00006228957,0.6519071,0.0001557872,0.0003212125,0.0007217908,0.007437979,0.005179993,0.02808,0.01692686,0.03569202,0.2522227],"study_design_scores_gemma":[0.00003232497,0.00001940854,0.9748423,0.00003151443,0.00006129377,0.00007393419,0.002121878,0.0008809022,0.0004107461,0.002166199,0.01931248,0.00004689381],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9609537,0.004376631,0.00165769,0.006532808,0.0001130778,0.00001626587,0.002010077,0.00008310326,0.02425656],"genre_scores_gemma":[0.9858542,0.002735687,0.001027186,0.0007623442,0.0000400144,0.000006767219,0.0006730331,0.00006889003,0.008831957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08730501,"threshold_uncertainty_score":0.1756383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868256336880298,"score_gpt":0.1837676862896897,"score_spread":0.1650851229208867,"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."}}