{"id":"W1965835762","doi":"10.1002/ps.3928","title":"Integrated pest management and weed management in the United States and Canada","year":2014,"lang":"en","type":"review","venue":"Pest Management Science","topic":"Weed Control and Herbicide Applications","field":"Agricultural and Biological Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"","keywords":"Integrated pest management; PEST analysis; Weed control; Weed; Agroforestry; Weed science; Agronomy; Biology; Botany","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001109627,0.0003921917,0.0005398591,0.0001808243,0.0005540547,0.0004395804,0.001340453,0.00005523581,0.00003497417],"category_scores_gemma":[0.000008190139,0.0001432555,0.00005759671,0.002236915,0.0003342995,0.0001121768,0.0005745296,0.0002210205,0.00001638765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460348,"about_ca_system_score_gemma":0.00001799145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3335484,"about_ca_topic_score_gemma":0.3148472,"domain_scores_codex":[0.9973502,0.0001383292,0.0004767237,0.0008610623,0.0006093717,0.0005642772],"domain_scores_gemma":[0.9991693,0.0001955035,0.0002051733,0.0002563749,0.00003828595,0.0001352854],"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":[0.00000237721,0.00004345598,0.0000312179,0.001213684,0.00005307758,0.00003470259,0.00002525965,0.000004288693,0.000001881449,0.01841841,0.001511567,0.97866],"study_design_scores_gemma":[0.0001184208,0.00003042273,0.01509809,0.000647669,0.0002816633,0.000006631974,0.000849595,0.0001739109,4.761809e-8,0.0004553735,0.982031,0.0003071466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009160374,0.9301499,0.00007160302,0.006153725,0.0003673173,0.0110692,0.00013226,0.0001938903,0.04270173],"genre_scores_gemma":[0.002842489,0.9928878,0.0002291972,0.001039926,0.00005155428,0.0009784997,0.0002648119,0.000003536354,0.001702201],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9805195,"threshold_uncertainty_score":0.697655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201822458544858,"score_gpt":0.2483928723157374,"score_spread":0.2263746477302888,"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."}}