{"id":"W6948523634","doi":"10.5066/p9o2c4sk","title":"PIT Tags Encountered by Klamath Falls Field Station Equipment in the Upper Klamath Basin","year":2022,"lang":"en","type":"dataset","venue":"USGS DOI Tool Production Environment","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Netting; Endangered species; Structural basin; Drainage basin; Transponder (aeronautics); Nova scotia","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":[0.002920325,0.0009583189,0.0006798918,0.0004798806,0.0004377847,0.0002322559,0.001202247,0.000360542,0.05840151],"category_scores_gemma":[0.0002616272,0.0008369281,0.0002351957,0.000408497,0.0001710597,0.0005405531,0.0005275143,0.001675138,0.004143808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002844671,"about_ca_system_score_gemma":0.0001108245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008811416,"about_ca_topic_score_gemma":0.00007115915,"domain_scores_codex":[0.9919716,0.001121735,0.001313176,0.00198756,0.002708019,0.0008979026],"domain_scores_gemma":[0.9960805,0.000173222,0.0009613735,0.002661959,0.00002232501,0.0001005889],"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":[0.0001893396,0.001558157,0.00007983329,0.0001262207,0.0001144678,0.0000277085,0.001212039,0.001646851,0.001551705,0.00001211742,0.9924536,0.00102791],"study_design_scores_gemma":[0.0007091565,0.0004111233,0.0006555872,0.00005468414,0.0001912827,0.00004585947,0.001325661,0.00002099275,0.000685723,0.00006306948,0.9949484,0.0008883884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01680989,0.0004546457,0.00005639091,0.003539714,0.001719251,0.003903254,0.9733163,0.0001018605,0.00009875237],"genre_scores_gemma":[0.001374141,0.001698907,0.0001699473,0.001522644,0.0005760082,0.002350933,0.9895097,0.0001670165,0.002630707],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0542577,"threshold_uncertainty_score":0.9994081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01179616644331155,"score_gpt":0.2342126929520246,"score_spread":0.222416526508713,"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."}}