{"id":"W2954744331","doi":"10.1111/icad.12368","title":"Voegtlin‐style suction traps measure insect diversity and community heterogeneity","year":2019,"lang":"en","type":"article","venue":"Insect Conservation and Diversity","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Biodome","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Ecology; Hymenoptera; Transect; Diversity (politics); Suction; Species diversity; Biodiversity; Habitat; Biology; Ecosystem; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0004659311,0.0002654694,0.0002119658,0.001869903,0.0003475974,0.0004269575,0.0001806475,0.0001917559,0.001750196],"category_scores_gemma":[0.0007284335,0.0001643902,0.0001451851,0.0007990935,0.000277767,0.0004149731,0.0003914443,0.0001817069,0.0002478269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002370795,"about_ca_system_score_gemma":0.00008817771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002371909,"about_ca_topic_score_gemma":0.007829949,"domain_scores_codex":[0.999694,0.0000609839,0.00002855762,0.00009126819,0.00008485707,0.00004032947],"domain_scores_gemma":[0.9990869,0.0002078373,0.0004098369,0.0000484364,0.0001249127,0.0001221045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002581336,0.0001102823,0.8746263,0.000106424,0.0002202468,0.00006020425,0.0005274454,0.0004325848,0.1072673,0.0001388776,0.0002281726,0.01602402],"study_design_scores_gemma":[0.000003361911,0.0001150934,0.9951915,0.00000713736,0.00001266696,0.00006045559,0.0001832461,0.0005197026,0.003676769,0.00004606598,0.0001796194,0.000004371685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996381,0.0001687192,0.00204168,0.00000642344,0.000002038866,0.0000361519,0.0004219213,0.00001859313,0.0009235682],"genre_scores_gemma":[0.9970275,0.00007001429,0.002059589,0.00001631223,0.000003191482,0.00003587953,0.0003173288,0.000004112155,0.0004661427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002371909,"threshold_uncertainty_score":0.005855024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333819448146626,"score_gpt":0.204376751752232,"score_spread":0.07099480693756943,"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."}}