{"id":"W3121967375","doi":"10.20944/preprints201806.0162.v1","title":"Pod Shattering: A Homologous Series of Variation Underlying Domestication and an Avenue for Crop Improvement","year":2018,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"United States Agency for International Development; National Science Foundation","keywords":"Domestication; Crop; Biology; Trait; Biological dispersal; Agronomy; Legume; Seed dispersal; Agroforestry; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003205246,0.0002161047,0.0003083727,0.0007176768,0.0001832664,0.000426433,0.000239332,0.0002338732,0.001987634],"category_scores_gemma":[0.0003625247,0.0001201399,0.0003267403,0.001022578,0.0004067964,0.0003360072,0.0003979704,0.0004876319,0.0003643876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003169203,"about_ca_system_score_gemma":0.0001499985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004045592,"about_ca_topic_score_gemma":0.0007058679,"domain_scores_codex":[0.9997839,0.0000352569,0.00001565802,0.0001124754,0.00003301518,0.00001970024],"domain_scores_gemma":[0.9997388,0.00007727348,0.0000941684,0.00004001111,0.00002070247,0.00002901967],"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":[0.0003551299,0.00007293739,0.07277725,0.0009451215,0.0002638849,0.001587615,0.001352204,0.0007529153,0.6733986,0.01579195,0.001569121,0.2311334],"study_design_scores_gemma":[0.00002322474,0.000260441,0.8785212,0.0001566823,0.0002071401,0.004617809,0.0004712191,0.001177907,0.02777526,0.009006967,0.07771226,0.00006990287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9159459,0.02932424,0.03529404,0.0007143281,0.00009421907,0.00006470916,0.002602609,0.0004750692,0.01548488],"genre_scores_gemma":[0.9684529,0.01316944,0.008219527,0.0003447328,0.00006290302,0.0000443868,0.002217444,0.0001758914,0.007312702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987634,"threshold_uncertainty_score":0.006649315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1544107774207532,"score_gpt":0.3386075856055415,"score_spread":0.1841968081847883,"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."}}