{"id":"W2787408439","doi":"10.22543/0090-0222.1893","title":"Occurrence of Libellulid Dragonflies (Odonata: Libellulidae) in Southeastern Michigan and Adjacent Essex County, Ontario","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Odonata; Libellulidae; Ecology; Wetland; Biology; Dragonfly; Population; Geography; Demography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003323122,0.0001807181,0.0002521642,0.0000341478,0.0003835602,0.00009344098,0.0009031818,0.00009476847,0.001090212],"category_scores_gemma":[0.00003186337,0.0001308656,0.00004691698,0.00004987776,0.002146799,0.0002575133,0.0009541893,0.0002013502,0.0002011444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005298304,"about_ca_system_score_gemma":0.0000196871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05255255,"about_ca_topic_score_gemma":0.5670403,"domain_scores_codex":[0.9988336,0.00007423513,0.0002108647,0.000340297,0.000186612,0.0003543904],"domain_scores_gemma":[0.9991077,0.00005169467,0.0001866991,0.0005728012,0.000008219969,0.00007285671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008675338,0.00006720833,0.9915691,0.00001504713,0.00001412989,0.00005831647,0.006497549,0.00008058582,0.0005064193,0.0001311366,0.0005331623,0.0004405692],"study_design_scores_gemma":[0.001039155,0.000224775,0.9813773,0.00003727888,0.00004612061,0.00005725577,0.0008853574,0.0003299762,0.003733428,0.001584913,0.01034624,0.0003382165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933572,0.00008639754,0.000009424933,0.0007272795,0.0002066866,0.0001913646,0.0001164818,0.00001728761,0.005287894],"genre_scores_gemma":[0.9971419,0.00004777004,0.00003079152,0.0001611397,0.00001038982,0.000005881774,0.0000193521,0.000004383599,0.002578372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5144877,"threshold_uncertainty_score":0.9998229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313913069407176,"score_gpt":0.2198581722953516,"score_spread":0.1967190416012799,"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."}}