{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000511829,0.00005976352,0.00008747174,0.00005721315,0.006805904,0.000143751,0.00007220727,0.00007235187,0.00003162797],"category_scores_gemma":[0.00001699615,0.0000479952,0.000009480585,0.000423165,0.0006773649,0.0001163381,0.000008085975,0.00018561,0.00001861309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006772318,"about_ca_system_score_gemma":0.002658366,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08518586,"about_ca_topic_score_gemma":0.1716524,"domain_scores_codex":[0.9988658,0.0001782218,0.0001052271,0.0002729105,0.0002352313,0.00034263],"domain_scores_gemma":[0.9988654,0.000229723,0.000025187,0.0001010442,0.0004657742,0.0003129208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001391819,0.0001515188,0.003630717,0.00008482083,0.00003013452,0.000005943092,0.221899,8.608445e-7,0.0005746227,0.766969,0.0003582177,0.00628133],"study_design_scores_gemma":[0.0002179547,0.00004726441,0.008120041,0.00002748754,0.000005539981,0.000009503993,0.01413168,0.00002195914,0.0004344684,0.01426279,0.9626126,0.0001087517],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9621041,0.001765662,0.00007957798,0.002655255,0.00002094564,0.0009069131,0.00001037443,0.00004639006,0.03241082],"genre_scores_gemma":[0.9708476,0.02203155,0.0003935345,0.00006063983,0.0001894906,0.00003388818,0.00004413236,0.00000514669,0.006394008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9622543,"threshold_uncertainty_score":0.9944871,"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."}}