{"id":"W2142446131","doi":"10.4141/cjps10125","title":"Simulated hail damage and yield reduction in lentil","year":2011,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Soybean genetics and cultivation","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Cultivar; Canopy; Yield (engineering); Crop; Agronomy; Point of delivery; Reduction (mathematics); Vegetative reproduction; Biology; Horticulture; Environmental science; Mathematics; Botany; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000387939,0.000362784,0.0002547418,0.0003152373,0.0002111092,0.0003473122,0.000556708,0.0003370918,0.0007710393],"category_scores_gemma":[0.0009278521,0.0001545789,0.0004189642,0.0002534578,0.0002269378,0.0002028227,0.0003101474,0.0002169148,0.00009294612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002748913,"about_ca_system_score_gemma":0.000353239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02980663,"about_ca_topic_score_gemma":0.03222009,"domain_scores_codex":[0.9998475,0.00004073743,0.000009680743,0.00003308189,0.00003665298,0.00003221266],"domain_scores_gemma":[0.9994127,0.0002265831,0.0001357493,0.00006012494,0.00009555423,0.00006933973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001273048,0.0005640517,0.1613462,0.0001269616,0.0002078028,0.0003310186,0.0001793773,0.7623041,0.06012341,0.0004095791,0.0007248656,0.0124095],"study_design_scores_gemma":[0.0001258553,0.00165839,0.2764879,0.0000144705,0.00009259462,0.00009555923,0.0001253115,0.6935971,0.02656546,0.000390814,0.0008003075,0.00004619232],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998849,0.00002606038,0.0003885958,0.00001266565,0.000001910288,0.0000124799,0.0002185797,0.00002429148,0.0004663672],"genre_scores_gemma":[0.9994805,0.00001284507,0.0001867752,0.000003767052,2.710362e-7,0.000008392642,0.0001654046,0.000002814531,0.0001392697],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02980663,"threshold_uncertainty_score":0.05926627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04530456829415563,"score_gpt":0.1905188878242278,"score_spread":0.1452143195300721,"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."}}