{"id":"W1622752539","doi":"10.22621/cfn.v118i3.9","title":"Invertebrate Diversity under Artificial Cover in Relation to Boreal Forest Habitat Characteristics","year":2004,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University; Fisheries and Oceans Canada","funders":"Natural Sciences and Engineering Research Council of Canada; Lakehead University","keywords":"Ecology; Invertebrate; Habitat; Species richness; Species diversity; Taiga; Hardwood; Biology; Abundance (ecology); Diversity index; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001456174,0.00007631283,0.00007760833,0.00004229881,0.0005648444,0.00002464386,0.0001661681,0.0000958578,0.0002624882],"category_scores_gemma":[0.00009286343,0.00006430204,0.00002211673,0.0001664754,0.0001044177,0.0001291638,0.0001203076,0.0002061512,0.0008968487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006185101,"about_ca_system_score_gemma":0.00004143899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3406589,"about_ca_topic_score_gemma":0.9935335,"domain_scores_codex":[0.9994009,0.00003107363,0.0001102036,0.0001513891,0.00009045956,0.0002160416],"domain_scores_gemma":[0.9996629,0.00005643053,0.0000324374,0.0001304012,0.000009455996,0.0001084127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002556413,0.00001354584,0.943359,0.000002400517,0.00001071074,0.00002628198,0.001853353,0.008489708,0.00002516336,0.04046276,0.005341868,0.0003896762],"study_design_scores_gemma":[0.0001051784,0.00001525621,0.9843517,0.000004286472,0.000006653355,0.000001678713,0.0000512653,0.0007103827,0.000009946092,0.01402959,0.0006241001,0.00008998154],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9536675,0.000003070124,0.00008289231,0.0320521,0.0002561328,0.0001593858,0.0000146252,0.000008996491,0.01375536],"genre_scores_gemma":[0.9897833,0.000003574792,0.000052426,0.009610669,0.00002499734,0.000004750068,0.00002486864,0.000003837186,0.0004915041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6528746,"threshold_uncertainty_score":0.9998811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469615816282244,"score_gpt":0.2158021884311556,"score_spread":0.2011060302683332,"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."}}