{"id":"W3204908885","doi":"10.1111/icad.12534","title":"Saproxylic beetles trace deadwood and differentiate between deadwood niches before their arrival on potential hosts","year":2021,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"BioFuelNet Canada","keywords":"Species richness; Biology; Ecology; Habitat; Abundance (ecology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0001397129,0.0002621351,0.0002435027,0.0004759838,0.0002626079,0.0004719028,0.0001606348,0.0002524412,0.001518378],"category_scores_gemma":[0.0002183549,0.0001525272,0.0001532333,0.0001672579,0.0001515391,0.0003324071,0.0003125973,0.0003453477,0.0003102317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102065,"about_ca_system_score_gemma":0.00006911459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001179339,"about_ca_topic_score_gemma":0.002933985,"domain_scores_codex":[0.9998885,0.00001159098,0.00001004579,0.00003957085,0.00002131835,0.000028881],"domain_scores_gemma":[0.9995202,0.00007707452,0.0001485119,0.00002913372,0.00005897179,0.000166121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007709587,0.0001608782,0.2754153,0.0001688343,0.00005135635,0.0001855618,0.000688712,0.0001995155,0.7087293,0.00008084907,0.000134437,0.01341434],"study_design_scores_gemma":[0.000002599265,0.0002877341,0.9927538,0.00001127821,0.000009939525,0.0000930164,0.0003090497,0.0002689684,0.006020973,0.00003666937,0.0002014265,0.000004634835],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993717,0.0001125156,0.0001079212,0.000003092761,0.000001202132,0.000002895964,0.00007668397,0.000005918999,0.000318067],"genre_scores_gemma":[0.9990382,0.00005665744,0.000349928,0.00001567366,0.00000223923,0.000003555105,0.0001734774,0.000002898296,0.0003572915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001518378,"threshold_uncertainty_score":0.005079448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655048634596032,"score_gpt":0.1951968889902584,"score_spread":0.1586464026442981,"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."}}