{"id":"W2107606553","doi":"10.5539/enrr.v4n2p80","title":"The Competitive Response of Panicum virgatum Cultivars to Non-Native Invasive Species","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Panicum virgatum; Cultivar; Agronomy; Biology; Bromus; Biomass (ecology); Shoot; Poaceae; Bioenergy; Biofuel; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001630404,0.0001110652,0.000127722,0.00003404894,0.0005956793,0.00007383055,0.0003106969,0.00004611945,0.0001229542],"category_scores_gemma":[0.0004220639,0.000037709,0.00004695279,0.0002480366,0.0005481541,0.0000521448,0.0004858743,0.0002481095,0.00004100831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004467185,"about_ca_system_score_gemma":0.000002835547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007541682,"about_ca_topic_score_gemma":0.0001057698,"domain_scores_codex":[0.9980567,0.0005816328,0.0001594943,0.0003191283,0.0005626505,0.0003203982],"domain_scores_gemma":[0.9983515,0.00133698,0.00005304856,0.00009929106,0.000050711,0.000108495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001608688,0.00008965495,0.001452225,0.000009315551,0.00005003146,0.000002595519,0.001819842,0.00001525355,0.9205082,0.005175818,0.004238982,0.06502937],"study_design_scores_gemma":[0.0001088449,0.0005120244,0.3005896,0.00001544769,0.000002612317,6.117912e-7,0.00417653,0.00003274045,0.03469678,0.0001184467,0.659658,0.00008839144],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986599,0.0003264271,0.000002420705,0.01026309,0.00006590856,0.0003100151,0.000006992874,0.000009404313,0.002416682],"genre_scores_gemma":[0.982306,0.0006433933,0.00003537786,0.0001319434,0.0001426947,0.00002395339,0.000006044581,0.000001248081,0.01670936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8858114,"threshold_uncertainty_score":0.4581544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269634040585387,"score_gpt":0.2522825727608486,"score_spread":0.2295862323549948,"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."}}