{"id":"W7161979452","doi":"10.82308/50319","title":"Genetic and environmental factors affecting switchgrass performance and quality in Québec","year":2014,"lang":"en","type":"dissertation","venue":"","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental factor; Panicum virgatum; Zea mays; Western europe; Biomass (ecology)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003374125,0.0002441751,0.0001807919,0.0005196188,0.001052862,0.0006452454,0.0003955171,0.0002535651,0.002004221],"category_scores_gemma":[0.0005211579,0.0001140319,0.0001533774,0.001123777,0.0005032394,0.00016074,0.0002313606,0.0002373658,0.0001865811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01349153,"about_ca_system_score_gemma":0.005664247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9765794,"about_ca_topic_score_gemma":0.9910789,"domain_scores_codex":[0.9997327,0.00003126227,0.00001041634,0.00007934568,0.00007055751,0.00007581174],"domain_scores_gemma":[0.9993856,0.00006297998,0.00008671325,0.00002387588,0.0003027228,0.0001380911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004912775,0.0001302485,0.9570271,0.00003775019,0.0001369655,0.0003452558,0.001526836,0.0006900714,0.02242556,0.0002165219,0.00143573,0.0155366],"study_design_scores_gemma":[0.000003501804,0.00003695086,0.9984055,0.000004748711,0.000009205212,0.00001702893,0.000349446,0.0003010082,0.0002121204,0.000009890218,0.0006462522,0.00000435115],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982864,0.0001281232,0.0001005507,0.00005119924,0.000003549274,0.00000751845,0.0004567287,0.000005233106,0.0009605691],"genre_scores_gemma":[0.9961727,0.0001248819,0.0001699992,0.0000485888,0.000001045475,0.000008493897,0.0007498841,0.000006380689,0.002718052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02342063,"threshold_uncertainty_score":0.09788835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348830959017417,"score_gpt":0.2110731556307537,"score_spread":0.1975848460405795,"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."}}