{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005453686,0.0002606942,0.0003419621,0.0002507491,0.0004184652,0.0005221897,0.0002681912,0.0002393092,0.01260854],"category_scores_gemma":[0.001004359,0.0000794952,0.0001810486,0.000194807,0.0005099769,0.0007119583,0.0005686374,0.0006307368,0.001374378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006244429,"about_ca_system_score_gemma":0.0004971718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01282964,"about_ca_topic_score_gemma":0.01772534,"domain_scores_codex":[0.9995895,0.00004809328,0.00002138763,0.0001696453,0.00008203436,0.00008942231],"domain_scores_gemma":[0.9985145,0.0002108748,0.0001718379,0.0001456792,0.0003523919,0.0006046972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03621548,0.005725694,0.5465283,0.0001832066,0.0003713862,0.002157672,0.002473615,0.004594261,0.3320883,0.008399458,0.004373636,0.05688904],"study_design_scores_gemma":[0.0002434404,0.01436935,0.8592808,0.00002545684,0.0001823751,0.001402116,0.003203372,0.005609635,0.09805545,0.001614069,0.01593922,0.00007475262],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928248,0.00003873095,0.0002623509,0.00002958383,0.00004205504,0.00001240099,0.0004200463,0.00002175937,0.006348296],"genre_scores_gemma":[0.9782841,0.00002229672,0.0001786751,0.00003784176,0.000007171759,0.00002310989,0.0004584228,0.00001555617,0.02097298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282964,"threshold_uncertainty_score":0.0421797,"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."}}