{"id":"W4387158193","doi":"10.1649/0010-065x-77.3.341","title":"Forest Habitat Characteristics Associated with Simplocaria metallica (Sturm) and Other Pill Beetle Species (Coleoptera: Byrrhidae) in Northern Alberta, Canada","year":2023,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Saskatchewan; Water Security Agency","funders":"","keywords":"Black spruce; Ecology; Taiga; Habitat; Boreal; Peat; Scots pine; Bryophyte; Geography; Forestry; Biology; Botany","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":[0.0001475327,0.0002113015,0.0001750914,0.001130102,0.001049144,0.0006016917,0.0003323098,0.0001645149,0.001104974],"category_scores_gemma":[0.0003417945,0.0001419321,0.0001189286,0.001210056,0.0004866802,0.0001531757,0.0003187602,0.0001594644,0.00009807976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004820634,"about_ca_system_score_gemma":0.002849737,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9553913,"about_ca_topic_score_gemma":0.9923214,"domain_scores_codex":[0.9998584,0.000009986778,0.000006036654,0.00002732011,0.00005067204,0.00004753968],"domain_scores_gemma":[0.9995531,0.00002536032,0.0001214082,0.000009625647,0.0001302459,0.0001602068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005442418,0.00002121325,0.9928282,0.00001861644,0.00001946205,0.0001236669,0.0007406171,0.0000980352,0.001581894,0.00003817183,0.000319345,0.004156364],"study_design_scores_gemma":[6.952782e-7,0.000004610295,0.9992579,0.00000323292,0.000003126499,0.00002650932,0.0005264791,0.00003821087,0.00001948176,0.000003358283,0.0001151382,0.000001126205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990953,0.0001608426,0.00001824626,0.0000220495,0.000001481536,0.000003574326,0.0002056429,0.000002449169,0.000490423],"genre_scores_gemma":[0.9990439,0.0001413006,0.00008072644,0.00001425155,0.000001250883,0.000002285562,0.000257505,0.000001040343,0.0004576571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04460871,"threshold_uncertainty_score":0.08974278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007004024708958533,"score_gpt":0.1787272169970386,"score_spread":0.1717231922880801,"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."}}