{"id":"W2295952218","doi":"10.15273/pnsis.v42i2.3601","title":"DO WE KNOW BEETLES? LESSONS FROM NEW RECORDS OF CERAMBYCIDAE (COLEOPTERA) FOR NOVA SCOTIA","year":2004,"lang":"en","type":"article","venue":"Proceedings of the Nova Scotian Institute of Science","topic":"Forest Insect Ecology and Management","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; Cape Breton University","funders":"Natural Sciences and Engineering Research Council of Canada; Center for Fundamentals of Subsurface Flow; Chittaranjan National Cancer Institute","keywords":"Nova scotia; Longhorn beetle; Geography; Forestry; Ecology; Archaeology; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.001550093,0.0003257127,0.0002996155,0.001875092,0.0007885495,0.001511791,0.0006731716,0.0004258809,0.002296465],"category_scores_gemma":[0.005194617,0.0002568974,0.0002273408,0.001756832,0.001494932,0.001836007,0.0006899119,0.001278018,0.0004882558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004969186,"about_ca_system_score_gemma":0.005393716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6943085,"about_ca_topic_score_gemma":0.9057729,"domain_scores_codex":[0.9994218,0.00007469556,0.0000705347,0.0001518536,0.0001618135,0.0001192827],"domain_scores_gemma":[0.9933869,0.001310194,0.001303634,0.00045065,0.002425912,0.001122864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003331561,0.00006312906,0.6352101,0.002326144,0.0001673894,0.001670942,0.01157114,0.0003652666,0.004129178,0.001734978,0.0338742,0.3085544],"study_design_scores_gemma":[0.00001031049,0.00006574839,0.9020444,0.002164694,0.00007873339,0.0008799656,0.009638943,0.0001099451,0.0003485495,0.000909921,0.0837175,0.00003134134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5963116,0.292898,0.001736627,0.05717011,0.002563758,0.00009055548,0.007911899,0.00009858817,0.04121876],"genre_scores_gemma":[0.8761743,0.1027449,0.002628699,0.008975269,0.0007008514,0.00002964654,0.003028196,0.0000352642,0.005682952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3056915,"threshold_uncertainty_score":0.6149835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783680841125472,"score_gpt":0.2706718474525234,"score_spread":0.2428350390412687,"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."}}