{"id":"W6995738268","doi":"","title":"Pirate Perch records from New York’s Great Lakes watersheds, historical to 2022","year":2022,"lang":"en","type":"other","venue":"SUNY Digital Repository Support (State University of New York System)","topic":"Fish Ecology and Management Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Threatened species; STREAMS; Marsh; Range (aeronautics); Netting; Perch","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001081758,0.0004789935,0.0007874735,0.0002503704,0.0003554999,0.00006023447,0.0009341417,0.0002295249,0.02231807],"category_scores_gemma":[0.0000128015,0.0005409888,0.0002680387,0.000359591,0.000167129,0.0002455187,0.001189503,0.0002889303,0.001270883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002378082,"about_ca_system_score_gemma":0.0001371446,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0446196,"about_ca_topic_score_gemma":0.01752015,"domain_scores_codex":[0.9972944,0.0001057369,0.0004040857,0.001016372,0.0006522923,0.0005270661],"domain_scores_gemma":[0.9983786,0.00005080398,0.0004327386,0.0006882402,0.00001095171,0.0004387073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000131416,0.00006115516,0.0837965,0.0000799874,0.0002752394,0.0006847294,0.001574011,0.00003278727,0.00001403525,0.000003523121,0.9123268,0.001019824],"study_design_scores_gemma":[0.0004765082,0.0003393763,0.00595886,0.00007609215,0.0001449178,0.00001704324,0.003528951,0.000002614047,0.000005175682,0.00001781301,0.9889058,0.000526817],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007426629,0.0001790869,0.0001303849,0.0002883669,0.002842272,0.0007527014,0.0003303721,0.0003545591,0.9876956],"genre_scores_gemma":[0.007643779,0.00003175329,0.0001994932,0.0001111179,0.0001774241,0.000002307612,0.000196816,0.0001410989,0.9914962],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07783765,"threshold_uncertainty_score":0.9997042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01418318953500471,"score_gpt":0.1743039342100922,"score_spread":0.1601207446750875,"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."}}