{"id":"W4413323898","doi":"10.4095/st000084","title":"A New Invasive Species in Quebec: The Brown Spruce Longhorn Beetle","year":2025,"lang":"fr","type":"report","venue":"","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Longhorn beetle; Forestry; Snag; Ecology; Biology; Geography; Habitat","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":[0.0004056289,0.0002736697,0.0001908716,0.0008398056,0.00218303,0.001051696,0.00045906,0.0007688056,0.01523762],"category_scores_gemma":[0.000539017,0.0001539227,0.0002848097,0.001283086,0.0004094755,0.0005876566,0.0005205533,0.0008110788,0.0009583223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01453893,"about_ca_system_score_gemma":0.01863853,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.993417,"about_ca_topic_score_gemma":0.9980385,"domain_scores_codex":[0.9996712,0.00002108269,0.00001040093,0.00004015558,0.0001645434,0.00009265482],"domain_scores_gemma":[0.9988012,0.0001010503,0.00008714206,0.00004024905,0.0007054816,0.0002648373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004420021,0.0002003931,0.4407867,0.0009496791,0.0001252883,0.003303925,0.007255739,0.001325246,0.0143037,0.004301842,0.3036988,0.2233067],"study_design_scores_gemma":[0.00002948733,0.00008015081,0.6945147,0.0001559655,0.00004209624,0.0004077445,0.004528884,0.001183962,0.001093568,0.0001669668,0.2977431,0.00005345732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6753931,0.01005722,0.004625895,0.02255383,0.0008087528,0.0006398588,0.05438717,0.0008777272,0.2306565],"genre_scores_gemma":[0.5888296,0.004970001,0.004799054,0.003786673,0.0001142001,0.0001664107,0.01925376,0.0001638578,0.3779164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523762,"threshold_uncertainty_score":0.1054878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01860909399174471,"score_gpt":0.2319000048262285,"score_spread":0.2132909108344838,"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."}}