{"id":"W2170947749","doi":"10.5402/2012/763046","title":"Switchgrass (<i>Panicum virgatum</i> L.) Cultivar Adaptation, Biomass Production, and Cellulose Concentration as Affected by Latitude of Origin","year":2012,"lang":"en","type":"article","venue":"ISRN Agronomy","topic":"Bioenergy crop production and management","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Panicum virgatum; Algorithm; Database; Mathematics; Computer science; Biology; Bioenergy; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0002094821,0.000304728,0.0002438398,0.0003925653,0.0002894828,0.0004954431,0.0001602242,0.0001660972,0.0005798429],"category_scores_gemma":[0.0002640943,0.0002107218,0.0001866163,0.0004398314,0.0002500875,0.0002002676,0.0003205781,0.000367863,0.0001450079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211496,"about_ca_system_score_gemma":0.0004708293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06402946,"about_ca_topic_score_gemma":0.1688582,"domain_scores_codex":[0.9998304,0.00002588947,0.00001173203,0.0000601903,0.00003187206,0.00003999349],"domain_scores_gemma":[0.9995383,0.00007285795,0.0001160566,0.00002861019,0.0001006216,0.0001436211],"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":[0.0008924955,0.00008365781,0.1450797,0.00003094761,0.00007733815,0.0001037652,0.0004767199,0.0001165279,0.8506793,0.000036154,0.00006222876,0.002361126],"study_design_scores_gemma":[0.0000047627,0.0001605771,0.9902537,0.000001382624,0.00001817639,0.00003914044,0.0001687272,0.0001078376,0.009016508,0.000006704599,0.0002169031,0.000005574728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996699,0.00002409604,0.00004026893,0.000003131292,7.72493e-7,0.000002648933,0.0001107358,0.000002267523,0.0001461726],"genre_scores_gemma":[0.9978808,0.00007080947,0.0002745757,0.00003271358,0.000001220156,0.00001065468,0.0007807691,0.00001078176,0.0009376953],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06402946,"threshold_uncertainty_score":0.1273136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137538088208212,"score_gpt":0.2128291639105944,"score_spread":0.1990753550897733,"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."}}