{"id":"W598731569","doi":"","title":"Landscaping management within highway corridors: Quebec's approach","year":2006,"lang":"en","type":"article","venue":"Routes/Roads","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landscaping; Woodland; Vegetation (pathology); Geography; Visibility; Trimming; Forestry; Transport engineering; Ecology; Engineering","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":[0.0004373284,0.0003631964,0.0002143052,0.001176364,0.003654801,0.00203193,0.001288217,0.0003829324,0.005299215],"category_scores_gemma":[0.0005958141,0.0001130788,0.0002850216,0.001758562,0.0006981099,0.0003779765,0.0008958597,0.0004104015,0.0002721712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01896919,"about_ca_system_score_gemma":0.0258303,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.96447,"about_ca_topic_score_gemma":0.9912989,"domain_scores_codex":[0.9994876,0.0001472533,0.00001094849,0.00007206635,0.0001552991,0.0001267723],"domain_scores_gemma":[0.9995179,0.00003320593,0.00002694304,0.00003203813,0.0002840253,0.000105869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001685642,0.0004398325,0.1139083,0.0004693074,0.0001434814,0.001104743,0.005734676,0.03002847,0.008128712,0.02790963,0.02862984,0.7833344],"study_design_scores_gemma":[0.0001047806,0.0005730748,0.3884887,0.0005693219,0.0002563972,0.0009648911,0.024712,0.04087479,0.003862078,0.005753521,0.5336269,0.0002135546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5967063,0.005584713,0.05973769,0.009648612,0.0002336792,0.001559082,0.002255826,0.0006302981,0.3236439],"genre_scores_gemma":[0.8922534,0.002132596,0.05024848,0.000559988,0.00003038433,0.0003140126,0.0005167311,0.00007105947,0.05387326],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03553003,"threshold_uncertainty_score":0.1376317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050293429658521,"score_gpt":0.1755190288218714,"score_spread":0.1650160945252861,"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."}}