{"id":"W7147180523","doi":"10.29173/bluejay6423","title":"Native Trout - Time Tested","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0003026553,0.0002753916,0.0003099554,0.00008404352,0.0003410019,0.00003225347,0.000442875,0.0002806216,0.02654313],"category_scores_gemma":[0.00005620014,0.0002630572,0.0001028249,0.0006472027,0.0006122644,0.0002788605,0.0001009834,0.0003251299,0.006071282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001174645,"about_ca_system_score_gemma":0.0001030338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004703541,"about_ca_topic_score_gemma":0.0000423873,"domain_scores_codex":[0.9982196,0.00008070419,0.0003729122,0.0005902841,0.0002528534,0.0004836531],"domain_scores_gemma":[0.9993214,0.0001581532,0.00008956833,0.0003023972,0.00001594321,0.0001125101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001888562,0.007451619,0.4926893,0.0009350256,0.002334349,0.0006934472,0.02944124,0.01559946,0.1087846,0.009200832,0.07727369,0.2537079],"study_design_scores_gemma":[0.004071283,0.0007661055,0.4083579,0.0004202356,0.0007211185,0.00001311898,0.0004315231,0.01055847,0.09144183,0.005316109,0.4764892,0.001413111],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7993626,0.001339422,0.000863871,0.005464423,0.0006190938,0.0005853164,0.00006588606,0.0001197462,0.1915797],"genre_scores_gemma":[0.9370649,0.0001053479,0.0001342475,0.001739683,0.0000423097,0.00002243135,0.00001283526,0.00001154021,0.06086666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992155,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00611129923878419,"score_gpt":0.2265266372058934,"score_spread":0.2204153379671092,"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."}}