{"id":"W2050103865","doi":"10.1139/x05-235","title":"Conservation-oriented manipulations of coarse woody debris affect its value as habitat for spruce-infesting bark and ambrosia beetles (Coleoptera: Scolytinae) in northern Sweden","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Forest Research","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abundance (ecology); Taiga; Coarse woody debris; Bark beetle; Biology; Ecology; Habitat; PEST analysis; Forestry; Bark (sound); Snag; Boreal; Geography; Botany","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001360315,0.0001095277,0.0001942791,0.0004154353,0.0003324664,0.00004520902,0.0002281512,0.0001037145,0.00008623573],"category_scores_gemma":[0.0006682024,0.0001075357,0.00005486393,0.0004938618,0.0003930302,0.0002538761,0.00005308633,0.000309161,0.00001874432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004083035,"about_ca_system_score_gemma":0.0003558205,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08323778,"about_ca_topic_score_gemma":0.9432027,"domain_scores_codex":[0.9984788,0.0001420642,0.0004238987,0.0001782206,0.0003011463,0.0004758967],"domain_scores_gemma":[0.9988769,0.0004180881,0.0001617983,0.0001275474,0.0001532198,0.0002624667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006188403,0.00004127162,0.9845061,0.00003902179,0.00001490295,0.00009444388,0.0001878068,0.007586805,0.001029275,0.004547137,0.001473684,0.000417723],"study_design_scores_gemma":[0.0007392602,0.000391519,0.992196,0.0001183645,0.00001302157,0.00003910177,0.0001554997,0.00197713,0.0001533626,0.002889482,0.001232886,0.00009434312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996254,0.0001454577,0.0001017332,0.000298827,0.0000829912,0.0006458109,0.00001125817,0.000002908174,0.002456973],"genre_scores_gemma":[0.9987279,0.000008438657,0.0008289563,0.00007136126,0.00004073496,0.00002972623,0.000006827172,0.00001331399,0.0002727086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8599649,"threshold_uncertainty_score":0.922867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084980719533212,"score_gpt":0.2984593948700097,"score_spread":0.2676095876746776,"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."}}