{"id":"W6903652648","doi":"10.13140/rg.2.2.21424.98565","title":"Top-down trophic interactions related to forest tent caterpillar outbreaks in temperate hardwood and boreal mixed-wood forests in Quebec","year":2024,"lang":"en","type":"article","venue":"Spectrum Research Repository (Concordia University)","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taiga; Trophic level; Temperate rainforest; Temperate climate; Outbreak; Boreal; Temperate forest","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":[0.0001861619,0.0001959407,0.0001866028,0.0007363426,0.001232038,0.000666508,0.0003974945,0.0001923973,0.002256508],"category_scores_gemma":[0.0003652922,0.0001018372,0.0002187216,0.0008147493,0.0004560022,0.0002340613,0.0003287318,0.0002362878,0.0001010199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006756222,"about_ca_system_score_gemma":0.002711369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9440436,"about_ca_topic_score_gemma":0.9841632,"domain_scores_codex":[0.9998286,0.00001350112,0.000005963496,0.00003805489,0.00002276289,0.00009105894],"domain_scores_gemma":[0.9995357,0.00004207589,0.0001124999,0.00001349632,0.0001365477,0.0001596817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005267475,0.0000200987,0.9937288,0.00001428906,0.00002877903,0.0001059363,0.0009220727,0.0001597085,0.001101536,0.00005179588,0.0002156246,0.003598755],"study_design_scores_gemma":[4.757266e-7,0.000004644076,0.9992751,0.000002951355,0.000002613113,0.00001096137,0.0004555603,0.0001113247,0.00001403823,0.000002997357,0.0001179666,0.000001382787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990361,0.0001117948,0.00003134852,0.00002400899,0.00000151072,0.000004536245,0.0002875521,0.000002514216,0.0005006072],"genre_scores_gemma":[0.9992157,0.00006354144,0.00004393558,0.00001054994,0.000001330368,0.000003137963,0.0002243356,0.000001004504,0.0004364573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05595642,"threshold_uncertainty_score":0.1125719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01050837580435614,"score_gpt":0.24529381951964,"score_spread":0.2347854437152839,"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."}}