{"id":"W4368370866","doi":"10.20944/preprints202305.0127.v1","title":"Forest Tent Caterpillar Outbreaks Drive Change in Ant Community in Boreal Forests","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue; Université du Québec à Montréal; Concordia University","funders":"Directorate for Biological Sciences; Climate Extremes; Royal Society","keywords":"Ecology; Species richness; Temperate rainforest; Temperate forest; Taiga; Boreal; Abundance (ecology); Predation; Species diversity; Biology; Outbreak; Geography; Temperate climate; Ecosystem","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002398243,0.0001515099,0.000180991,0.0005493012,0.000489008,0.0004482521,0.0001958358,0.0001934901,0.0006719835],"category_scores_gemma":[0.0005602968,0.0001186917,0.0001854283,0.000302726,0.0003266699,0.0001934036,0.0002354117,0.0002274329,0.00005744284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056771,"about_ca_system_score_gemma":0.0006033732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2672428,"about_ca_topic_score_gemma":0.5238407,"domain_scores_codex":[0.9998115,0.00002442849,0.00001106394,0.00005669843,0.00004024867,0.00005603151],"domain_scores_gemma":[0.9992811,0.0000564239,0.0002562102,0.00002773485,0.0001432222,0.0002352781],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001097049,0.00004317578,0.9905625,0.0000138011,0.00003296301,0.00006091257,0.0004298264,0.00007485205,0.00581958,0.00001667692,0.0001411072,0.00269501],"study_design_scores_gemma":[3.886488e-7,0.00000577762,0.9997788,9.281276e-7,0.000001673538,0.00001139743,0.0001105569,0.00003601592,0.00002157892,0.000001840292,0.00003041033,6.161472e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996401,0.00006334718,0.00001892692,0.00001107504,0.000001347174,0.000002680757,0.00008316188,0.000002028479,0.0001772757],"genre_scores_gemma":[0.9996124,0.00004237022,0.00006827954,0.00001621834,0.000001816204,0.000003221803,0.0001445628,9.642291e-7,0.0001101972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2672428,"threshold_uncertainty_score":0.5313745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355407291104347,"score_gpt":0.3597290169557937,"score_spread":0.224188287845359,"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."}}