{"id":"W3118408380","doi":"10.20944/preprints202101.0275.v1","title":"Historical Review of Faba Bean Improvement in Western Canada","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Genetic and Environmental Crop Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Western Grains Research Foundation","keywords":"Vicia faba; Germplasm; Agroecology; Agronomy; Biology; Crop; Biotechnology; Geography; Agroforestry; Ecology; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001104868,0.0007689064,0.001016355,0.008003077,0.001313839,0.002093805,0.0009571216,0.0007414931,0.007360487],"category_scores_gemma":[0.002016404,0.000326419,0.0004669979,0.01709068,0.000758463,0.0009306645,0.0005831167,0.0009182649,0.001688042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01688438,"about_ca_system_score_gemma":0.03633123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6896699,"about_ca_topic_score_gemma":0.7856305,"domain_scores_codex":[0.9993184,0.00004828531,0.00007597041,0.0000993515,0.0003683992,0.00008969806],"domain_scores_gemma":[0.9967538,0.0003674604,0.0002060554,0.00005170231,0.002306076,0.0003148692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002173007,0.00005020033,0.001125699,0.02456759,0.0001149143,0.0004237471,0.0005890428,0.0005944298,0.002416134,0.003631333,0.1966849,0.7695848],"study_design_scores_gemma":[0.000003080923,0.00001702691,0.003210108,0.003361897,0.0000715554,0.0001585882,0.00009455298,0.00002032614,0.0001826288,0.0001411144,0.9927249,0.00001414125],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004651148,0.9898372,0.0001753258,0.001108129,0.0008304862,0.00001532127,0.0005125341,0.00003266082,0.007023228],"genre_scores_gemma":[0.002622176,0.9914903,0.0004496187,0.0007512718,0.0002487434,0.000010709,0.0005237832,0.00001673285,0.003886573],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3103301,"threshold_uncertainty_score":0.6243154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08051433660702496,"score_gpt":0.2635811807380568,"score_spread":0.1830668441310318,"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."}}