{"id":"W2042664518","doi":"10.2135/cropsci2006.05.0325","title":"An Accelerated Postharvest Seed‐Coat Darkening Protocol for Pinto Beans Grown across Different Environments","year":2007,"lang":"en","type":"article","venue":"Crop Science","topic":"Plant pathogens and resistance mechanisms","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Saskatchewan Pulse Growers; Ministry of Agriculture - Saskatchewan","keywords":"Pinto bean; Phaseolus; Biology; Horticulture; Greenhouse; Colletotrichum lindemuthianum; Germination; Cultivar; Dry bean; Botany","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009072669,0.000190308,0.0001572383,0.00001577851,0.001282519,0.00035808,0.0007338168,0.00007672492,0.00006402827],"category_scores_gemma":[0.00003245668,0.00006959836,0.00006242045,0.0003769069,0.0003416608,0.0004534432,0.0001077667,0.00008972006,0.00001182688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006997143,"about_ca_system_score_gemma":0.00001464244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002847007,"about_ca_topic_score_gemma":0.001047099,"domain_scores_codex":[0.997921,0.00002320084,0.0002462952,0.0005980081,0.0004219153,0.0007895075],"domain_scores_gemma":[0.999377,0.00005771073,0.0001170281,0.0001116401,0.00005056653,0.0002861175],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005783084,0.0001262799,0.003134339,0.000005193716,0.000001338535,0.000006625015,0.00009380389,0.000004801851,0.9883028,0.0001092116,0.00001259456,0.008145138],"study_design_scores_gemma":[0.0002640309,0.0004639539,0.6116652,0.000028061,0.000002849343,0.000007881223,0.0004149794,0.000244347,0.3769688,0.0001006035,0.009583645,0.0002555748],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808435,0.000002630487,0.001112845,0.0000631997,0.0001103438,0.01751556,0.0001317525,0.00005577126,0.0001643816],"genre_scores_gemma":[0.9924748,9.24575e-7,0.0004343982,0.0001390075,0.0001443436,0.00639027,0.00003694033,0.000001823696,0.0003774955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.611334,"threshold_uncertainty_score":0.9864228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0429703483006188,"score_gpt":0.3090594438218645,"score_spread":0.2660890955212457,"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."}}