{"id":"W6959411123","doi":"10.1139/cjps10118","title":"The Biology of Canadian Weeds. 145. Muhlenbergia frondosa (Poir.) Fernald","year":2011,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weed; Weed control; Perennial plant; Arable land; Crop; Canopy; Agriculture; Biological pest control","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":[0.0002161701,0.0006055318,0.0003233332,0.001298519,0.004190735,0.0008123167,0.0008293746,0.0005977033,0.003360417],"category_scores_gemma":[0.0003371649,0.0002947019,0.0002293409,0.001062999,0.0006438871,0.000679027,0.0005660723,0.0006747108,0.0007770723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141496,"about_ca_system_score_gemma":0.005457525,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9380666,"about_ca_topic_score_gemma":0.9692996,"domain_scores_codex":[0.9996796,0.00001120273,0.000008008154,0.00005452107,0.0001604591,0.00008638271],"domain_scores_gemma":[0.9996096,0.00001643211,0.00005295339,0.000008203604,0.0002096112,0.0001032197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007035255,0.0002685818,0.09709318,0.0008618286,0.00007629304,0.001412554,0.00599567,0.0006661207,0.3116876,0.005771404,0.03699701,0.5384663],"study_design_scores_gemma":[0.00002886518,0.0001989637,0.78076,0.0001314859,0.00003854286,0.000947833,0.001893539,0.0005573604,0.004547631,0.000441628,0.2103679,0.00008612029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.772477,0.06941783,0.002094075,0.007121462,0.0004095895,0.0002417555,0.002655183,0.000457048,0.1451261],"genre_scores_gemma":[0.9360899,0.01374826,0.002653126,0.0009883322,0.00007953087,0.00004745582,0.001457778,0.00005082884,0.04488475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0619334,"threshold_uncertainty_score":0.1245962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3149407454775299,"score_gpt":0.2196450175772268,"score_spread":0.09529572790030308,"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."}}