{"id":"W7070372686","doi":"","title":"Plant density tolerance in maize (Zea mays L.): Possible underlying physiological mechanisms","year":2011,"lang":"en","type":"dissertation","venue":"The Atrium (University of Guelph)","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hybrid; Dry matter; Plant density; Shoot; Grain yield; Yield (engineering); Zea mays","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001844358,0.0001671342,0.0002786782,0.0001143117,0.0002639921,0.00002777141,0.001360063,0.000131587,0.00002632928],"category_scores_gemma":[0.000004874342,0.000162511,0.0001465346,0.0004566078,0.0000500736,0.0001813786,0.0002093908,0.0002840263,0.0000531952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004353219,"about_ca_system_score_gemma":0.0001273001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062119,"about_ca_topic_score_gemma":0.000726628,"domain_scores_codex":[0.9989539,0.00007550736,0.0001523168,0.0003778777,0.0002449008,0.0001954405],"domain_scores_gemma":[0.9989532,0.0001064135,0.0002785364,0.000491973,0.0001185839,0.00005131821],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001528771,0.000241381,0.00004341377,0.0001056046,0.00006920139,0.00004099913,0.005550187,0.001256953,0.05680451,0.9271567,0.0009485022,0.007629644],"study_design_scores_gemma":[0.0005270764,0.00009608301,0.4270488,0.0001038141,0.0000501649,0.000009161531,0.002050611,0.03356572,0.0004940598,0.5354061,0.0001936209,0.0004547522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.726334,0.0001216123,0.2671246,0.0004784192,0.0003965961,0.0005122594,0.00004523669,0.0001147015,0.004872537],"genre_scores_gemma":[0.9897469,0.00004568213,0.008979359,0.00005054858,0.00002196553,0.000001017885,0.0001425958,0.000007571312,0.001004316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4270054,"threshold_uncertainty_score":0.6627004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831845909449339,"score_gpt":0.2420104390385533,"score_spread":0.2036919799440599,"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."}}