{"id":"W6908517232","doi":"10.25976/0nlx-3708","title":"Yukon River Intertribal Watershed Council - Indigenous Observation Network","year":2024,"lang":"en","type":"dataset","venue":"DataStream","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Watershed; Indigenous; Grassroots; Water quality; Government (linguistics); Water resources; First nation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006841469,0.0007683266,0.0007361791,0.00233496,0.0006941361,0.001199871,0.001575724,0.0009162661,0.02492047],"category_scores_gemma":[0.003339587,0.0005032612,0.0004981276,0.008123172,0.0002744209,0.0009429798,0.001152715,0.0008241554,0.01812193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002303461,"about_ca_system_score_gemma":0.005124062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2278711,"about_ca_topic_score_gemma":0.2752381,"domain_scores_codex":[0.9992249,0.000102599,0.0001493614,0.0002237691,0.0001660525,0.0001332704],"domain_scores_gemma":[0.9981784,0.0002260138,0.000172106,0.0003016817,0.001018402,0.0001034219],"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":[0.00006989681,0.00002429057,0.00808678,0.0007105766,0.00005812359,0.00005401489,0.00009854143,0.0006683177,0.0001797667,0.000965348,0.9838614,0.005222944],"study_design_scores_gemma":[0.0001030809,0.00001134029,0.03708696,0.0003084022,0.00003872865,0.00005550904,0.0004860594,0.001067075,0.0004699804,0.0007841595,0.9595367,0.00005207009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003611347,0.00002344055,0.00005023662,0.0000286516,0.000007855377,0.000008609008,0.9990613,0.00005412199,0.0004046761],"genre_scores_gemma":[0.001181875,0.00003199192,0.0002378718,0.00001310813,0.0000016733,0.00006700491,0.9979098,0.00002157238,0.000534964],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7721289,"threshold_uncertainty_score":0.4530895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0545771835242329,"score_gpt":0.2623386365061482,"score_spread":0.2077614529819153,"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."}}