{"id":"W2113665984","doi":"10.1614/0890-037x(2004)018[1496:mowsit]2.0.co;2","title":"Management of Weed Seedbanks in the Context of Populations and Communities<sup>1</sup>","year":2004,"lang":"en","type":"article","venue":"Weed Technology","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Weed; Context (archaeology); Weed control; Biology; Tillage; Agronomy; Agroforestry; Crop rotation; Population; Cover crop; Crop","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0007254584,0.0002435255,0.0003125673,0.000348587,0.00113728,0.001401037,0.0007014404,0.0003895485,0.0009854297],"category_scores_gemma":[0.0006545035,0.0001357119,0.0001734603,0.0002703222,0.000808069,0.001021683,0.001326959,0.0005281052,0.0001839943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009412316,"about_ca_system_score_gemma":0.001298205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002018742,"about_ca_topic_score_gemma":0.008603139,"domain_scores_codex":[0.999785,0.00006133188,0.00001139825,0.00005773153,0.00004545302,0.00003911332],"domain_scores_gemma":[0.9994925,0.00007380921,0.0001768244,0.00003307065,0.00005511426,0.0001685395],"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":[0.0004373176,0.000268269,0.0703093,0.0007815741,0.00009809985,0.001766096,0.002480708,0.03469996,0.5074413,0.04573628,0.003350863,0.3326302],"study_design_scores_gemma":[0.0003081982,0.004505375,0.3179598,0.0005848635,0.0004591303,0.003698203,0.01579252,0.1513903,0.1985428,0.1352045,0.1711942,0.0003600766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8224549,0.003839582,0.152643,0.002890719,0.0001166047,0.0002534736,0.0001468325,0.0003421384,0.01731286],"genre_scores_gemma":[0.9633086,0.001021104,0.03322208,0.0001514563,0.00003800942,0.00006134143,0.00006951816,0.00002376233,0.002104084],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.002018742,"threshold_uncertainty_score":0.006829143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182981723271408,"score_gpt":0.2317633083124559,"score_spread":0.2099334910797418,"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."}}