{"id":"W4393075581","doi":"10.1139/cjps-2023-0193","title":"Palmer amaranth (<i>Amaranthus palmeri</i> S. Wats.) and waterhemp (<i>Amaranthus tuberculatus</i> (Moq.) J.D. Sauer) biovigilance in Canadian Agro-ecosystems","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Plant Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Amaranth; Biology; Agronomy; Amaranthus hypochondriacus; Crop; Herbicide resistance; Resistance (ecology); Weed","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001478161,0.0002528057,0.0001234654,0.0006500252,0.0007486845,0.0005308737,0.0002342068,0.0001537554,0.0005533569],"category_scores_gemma":[0.0001271394,0.00005713859,0.0001483235,0.0009357388,0.0004201593,0.0002104951,0.0001976899,0.0001582639,0.0001033064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002858507,"about_ca_system_score_gemma":0.002942159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4318576,"about_ca_topic_score_gemma":0.7130575,"domain_scores_codex":[0.9998733,0.000008722142,0.000005316019,0.00001727345,0.00006934979,0.00002602555],"domain_scores_gemma":[0.9998388,0.00001647933,0.00004747822,0.000003598724,0.00006835215,0.00002536053],"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":[0.0003300109,0.00008050367,0.1419288,0.002774249,0.0001151907,0.002707459,0.001899835,0.001308671,0.4764421,0.001993328,0.002675658,0.3677442],"study_design_scores_gemma":[0.000007367529,0.0003646006,0.8912125,0.0001773825,0.0002173143,0.002442734,0.002875012,0.0003437983,0.02622842,0.0003839285,0.07570737,0.00003959161],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129114,0.06597298,0.0009310814,0.0004959449,0.00003753887,0.00003510046,0.0004353474,0.00006346781,0.01911718],"genre_scores_gemma":[0.9453813,0.04334332,0.002250556,0.000184079,0.00001467813,0.00001197494,0.0007332463,0.000009086635,0.008071716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5681424,"threshold_uncertainty_score":0.8586879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00773011486583761,"score_gpt":0.1928652189736282,"score_spread":0.1851351041077906,"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."}}