{"id":"W6920665379","doi":"10.6073/pasta/04b0f095fcf379a7262f8615a826d496","title":"Stream Temperature - Jennifer Branch at Ontario Headwaters (JBONHW) Water year 2007-2008","year":2013,"lang":"en","type":"dataset","venue":"Environmental Data Initiative","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); STREAMS; Water resources; Current (fluid); Period (music)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004200405,0.001873577,0.001324445,0.0003548733,0.0005653326,0.0003203801,0.003252576,0.001250534,0.1817991],"category_scores_gemma":[0.00003508955,0.001493578,0.0002480017,0.0001172671,0.001041612,0.002317299,0.006484435,0.00255884,0.3496174],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00462558,"about_ca_system_score_gemma":0.0001716861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02248496,"about_ca_topic_score_gemma":0.03674529,"domain_scores_codex":[0.9921252,0.0005147182,0.001070971,0.002899007,0.001640063,0.001750015],"domain_scores_gemma":[0.993096,0.0001194024,0.0004932432,0.005652321,0.00001903883,0.0006199906],"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":[0.0002319003,0.0007139778,0.0008391145,0.00005535757,0.0007730698,0.0002650646,0.0008301414,0.000006909941,0.002663794,2.172992e-7,0.9935999,0.00002056266],"study_design_scores_gemma":[0.001810871,0.0002636011,0.006138168,0.0001543057,0.0004634009,0.00009063748,0.0002717263,0.000001740812,0.002901947,0.00001273423,0.9859758,0.001915038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.03040419,0.000256097,3.268337e-7,0.00007287871,0.001062359,0.00179714,0.9657078,0.0001060913,0.000593145],"genre_scores_gemma":[0.001721872,0.000385132,0.0001314657,0.001180602,0.0007918008,0.0002370225,0.9880025,0.0004019359,0.007147639],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1678183,"threshold_uncertainty_score":0.9997423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0278962974297503,"score_gpt":0.2318519381403309,"score_spread":0.2039556407105806,"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."}}