{"id":"W6991005998","doi":"","title":"Evaluation of seedling pest population and their management in the floodplains of Lac-Saint-Pierre","year":2023,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministère de l'Agriculture, des Pêcheries et de l'Alimentation; McGill University","keywords":"Seedling; Population; PEST analysis; Floodplain; Exclosure; Integrated pest management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003455038,0.0003472232,0.0005072444,0.0000922719,0.0003150234,0.00003416729,0.0004935376,0.0004015314,0.00007409343],"category_scores_gemma":[0.0008793842,0.0001347251,0.0002030286,0.0006624912,0.00005751219,0.0001719461,0.0000912893,0.0004614627,0.000009049876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000165764,"about_ca_system_score_gemma":0.000005066264,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001746047,"about_ca_topic_score_gemma":0.02718448,"domain_scores_codex":[0.9967996,0.0007769033,0.0007208179,0.0005324797,0.000865876,0.0003043025],"domain_scores_gemma":[0.9981248,0.0006176971,0.0006017456,0.0001544249,0.0004480463,0.0000532526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001065276,0.0001359977,0.0007183655,0.0001365224,0.0001394007,0.000004140653,0.0000297454,0.00008674703,0.07811599,0.01828729,0.000001391047,0.9022379],"study_design_scores_gemma":[0.0005515337,0.0003039596,0.9515788,0.0004002542,0.0002660781,0.000002775603,0.005422051,0.0001684696,0.005944447,0.03378467,0.00115754,0.0004194127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907957,0.0005080119,9.474637e-9,0.00007648258,0.0002208187,0.0009712341,0.0003816135,0.00004160284,0.007004546],"genre_scores_gemma":[0.9980707,0.0003341128,0.00003634647,0.00005944631,0.00003821867,0.00009776949,0.001122575,0.000005608722,0.0002352741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9508604,"threshold_uncertainty_score":0.9905668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04741778188380543,"score_gpt":0.257256426945352,"score_spread":0.2098386450615466,"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."}}