{"id":"W3199868447","doi":"10.1002/rra.3843","title":"Hearing, voicing and healing: Rivers as culturally located and connected","year":2021,"lang":"en","type":"article","venue":"River Research and Applications","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Indigenous; Narrative; Reading (process); Shore; History; Sociology; Aesthetics; Geography; Ecology; Art; Literature; Geology; Linguistics; Philosophy; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004914781,0.0004031701,0.0004069438,0.001207146,0.01259539,0.01500955,0.001739308,0.002318738,0.00536708],"category_scores_gemma":[0.007688674,0.0002614848,0.0002824611,0.0009560333,0.03066596,0.006592744,0.01049381,0.002734277,0.0004844031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003579236,"about_ca_system_score_gemma":0.005316447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01976573,"about_ca_topic_score_gemma":0.0276136,"domain_scores_codex":[0.9939575,0.004384178,0.0001168428,0.0004053787,0.0007535091,0.0003825567],"domain_scores_gemma":[0.9951348,0.003249058,0.0003888255,0.0003664499,0.0003894378,0.0004714311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001993948,0.00001692034,0.0007676692,0.0001992267,0.000007843566,0.0008187121,0.9341568,0.0001695781,0.001078388,0.04291144,0.002451821,0.01740163],"study_design_scores_gemma":[0.000007739832,0.00003677497,0.001363746,0.0004428099,0.00001655132,0.0006443623,0.824491,0.0002692515,0.0006410559,0.01315344,0.158903,0.00003033494],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5183532,0.008021418,0.04028446,0.02822411,0.0009918968,0.0001657521,0.00009752285,0.0003284535,0.4035333],"genre_scores_gemma":[0.9795192,0.001287484,0.003403905,0.0007670072,0.00007665139,0.00004598226,0.00001506285,0.00006734171,0.01481752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01976573,"threshold_uncertainty_score":0.0393014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06086921606348045,"score_gpt":0.4020211796036676,"score_spread":0.3411519635401871,"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."}}