{"id":"W4389824971","doi":"10.1139/cjps-2023-0114","title":"The potato vine crusher: a new tool for harvest weed seed control","year":2023,"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":"Dalhousie University; Agriculture and Agri-Food Canada","funders":"Agriculture and Agri-Food Canada","keywords":"Lambsquarters; Chenopodium; Weed; Weed control; Agronomy; Biology; Vine; Germination; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003502207,0.0003299089,0.0003716835,0.0007188863,0.0002508639,0.0004981067,0.0005929976,0.0003738435,0.001590811],"category_scores_gemma":[0.0002424993,0.0002694489,0.000303104,0.0002867362,0.0003502235,0.0006014323,0.0005047228,0.0007697142,0.0003813459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002793132,"about_ca_system_score_gemma":0.0002166787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517987,"about_ca_topic_score_gemma":0.003691469,"domain_scores_codex":[0.9996328,0.00003860979,0.00001551768,0.0000991288,0.0001848395,0.00002910096],"domain_scores_gemma":[0.9998261,0.00002832429,0.00005235105,0.00002026546,0.00002430587,0.00004867718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002187322,0.0001407633,0.001520363,0.0002896045,0.00003307559,0.0001472437,0.00009293067,0.000428903,0.9035525,0.0004419792,0.000790728,0.09234311],"study_design_scores_gemma":[0.0002394542,0.00981882,0.06743231,0.0002976392,0.0003148473,0.003668807,0.0002530378,0.01252452,0.6607822,0.0008432937,0.2436312,0.0001939013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7717578,0.04415204,0.1548223,0.001696625,0.0004379679,0.0005315926,0.001433716,0.004516949,0.02065106],"genre_scores_gemma":[0.8141809,0.01788899,0.1468251,0.0009862187,0.00013275,0.0003101177,0.001232155,0.0003163359,0.01812729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001590811,"threshold_uncertainty_score":0.005321801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01670210464833464,"score_gpt":0.2105811680925475,"score_spread":0.1938790634442129,"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."}}