{"id":"W2762736005","doi":"10.22543/0090-0222.1237","title":"Emergence Pattern of Stoneflies (Plecoptera) in Otter Creek, Wisconsin","year":2017,"lang":"en","type":"article","venue":"The Great Lakes Entomologist","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nearctic ecozone; Life span; Biology; Ecology; Otter; Zoology; Taxonomy (biology); Evolutionary biology","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":[0.0002657364,0.000112918,0.0001768927,0.00002331165,0.0003086542,0.00005295341,0.000900259,0.00006642348,0.009714737],"category_scores_gemma":[0.00003678234,0.000086045,0.00005266936,0.00004675014,0.0016257,0.0002169079,0.0006079376,0.0001176059,0.0006094388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003009626,"about_ca_system_score_gemma":0.000004699308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02605594,"about_ca_topic_score_gemma":0.1721184,"domain_scores_codex":[0.9990784,0.00007978876,0.0001751348,0.000235633,0.0001369729,0.0002941003],"domain_scores_gemma":[0.9991758,0.00003388893,0.0001369657,0.0006104792,0.000005606078,0.00003728574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002066035,0.00004086699,0.9878938,0.000006106477,0.00001027345,0.00005319944,0.000953407,0.0001146078,0.0008838634,0.00002763692,0.007206363,0.00278924],"study_design_scores_gemma":[0.000477065,0.0001332253,0.9906365,0.00001485246,0.00001820658,0.00002276273,0.0003611757,0.0007997208,0.004346673,0.001166986,0.001825982,0.0001968511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854012,0.00002148772,0.00005204139,0.00147457,0.0002242737,0.000124397,0.00002037717,0.00001364126,0.01266798],"genre_scores_gemma":[0.9968104,0.00002152732,0.00005080401,0.0004367128,0.00001483722,0.000006475221,0.000004691707,0.000005073155,0.002649483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1460624,"threshold_uncertainty_score":0.9911905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02755004050309393,"score_gpt":0.2460296918816922,"score_spread":0.2184796513785983,"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."}}