{"id":"W655608914","doi":"","title":"Selection for chilling and freezing resistance in common bean","year":2002,"lang":"en","type":"article","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Saskatchewan Pulse Growers; Oregon State University","keywords":"Selection (genetic algorithm); Resistance (ecology); Biology; Computer science; Agronomy; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0005313853,0.0005462299,0.0006040009,0.001188946,0.0006459905,0.0005723924,0.0007446919,0.0006044201,0.001245289],"category_scores_gemma":[0.000441519,0.0003989956,0.0005098002,0.000706446,0.0005194016,0.0001956361,0.0006318866,0.0009373985,0.0002717703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818158,"about_ca_system_score_gemma":0.00174599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04242214,"about_ca_topic_score_gemma":0.1145643,"domain_scores_codex":[0.9993597,0.000093048,0.00005593424,0.0001583851,0.0001493822,0.0001834956],"domain_scores_gemma":[0.9991392,0.0001676097,0.0001350962,0.00006746594,0.0001009571,0.0003896046],"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":[0.0002554951,0.00008486404,0.001889997,0.00001601061,0.00001593741,0.0001315611,0.00009041961,0.00007536837,0.9960588,0.00006461111,0.00002636943,0.001290499],"study_design_scores_gemma":[0.0002515277,0.0022305,0.2918001,0.00004339244,0.0002891493,0.001830385,0.000898616,0.002321988,0.6958379,0.0001629242,0.004197488,0.0001359701],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987096,0.0001103273,0.0003496877,0.00003983324,0.000007068977,0.00002674966,0.0001351838,0.00002880656,0.0005927758],"genre_scores_gemma":[0.9939305,0.0001620557,0.001251788,0.00009539136,0.000002921098,0.00002424394,0.0005019713,0.00005508754,0.003976203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04242214,"threshold_uncertainty_score":0.08435047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01024571093997526,"score_gpt":0.1455353210277207,"score_spread":0.1352896100877454,"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."}}