{"id":"W7130280338","doi":"","title":"New Coleoptera records from New Brunswick, Canada: Dryopidae, Elmidae, Psephenidae, and Ptilodactylidae","year":2025,"lang":"","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Taxonomy (biology); Key (lock); Health records","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004946659,0.001857403,0.001427901,0.0076235,0.00208171,0.001922961,0.002609951,0.00111679,0.03761994],"category_scores_gemma":[0.003523062,0.0008330998,0.0009859777,0.01902047,0.0005157703,0.0007578182,0.001127769,0.001266528,0.02084579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007904793,"about_ca_system_score_gemma":0.02110064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9303332,"about_ca_topic_score_gemma":0.9732533,"domain_scores_codex":[0.9993364,0.00002832344,0.00006088533,0.0001545432,0.0002157914,0.0002040441],"domain_scores_gemma":[0.9962018,0.0004078315,0.0003970148,0.0003321385,0.002277918,0.0003833628],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00009076266,0.00001584364,0.01027053,0.00154512,0.0001251499,0.00004988642,0.0001244563,0.0003128144,0.0002118924,0.0004651294,0.9816369,0.005151432],"study_design_scores_gemma":[0.0001639817,0.00001014002,0.09440397,0.001289203,0.0001710387,0.00008101936,0.000449456,0.0003134228,0.0005540276,0.0003911104,0.9021168,0.00005592861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002846002,0.0001041175,0.00001859421,0.00001390293,0.000006793846,0.000005602195,0.9991038,0.00003213373,0.0004303152],"genre_scores_gemma":[0.001776814,0.0002295719,0.0002048039,0.00003553253,0.000004346693,0.00005529854,0.9958288,0.0000287509,0.001836169],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0696668,"threshold_uncertainty_score":0.1401541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02185613421345569,"score_gpt":0.2824260212016437,"score_spread":0.260569886988188,"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."}}