{"id":"W4210866412","doi":"10.1111/amet.13051","title":"Inhabiting a transforming delta","year":2022,"lang":"en","type":"article","venue":"American Ethnologist","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Deutsche Forschungsgemeinschaft; Aurora Research Institute","keywords":"Negotiation; Improvisation; Geography; Sociology; Social science; Art","routes":{"ca_aff":false,"ca_fund":true,"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":[0.001002181,0.0004270528,0.0003028088,0.0006299075,0.01775236,0.008552866,0.001034077,0.001053222,0.004577832],"category_scores_gemma":[0.0009169556,0.0001964387,0.0002104101,0.0009135951,0.01389075,0.002722251,0.01068874,0.002358444,0.0003335966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005817836,"about_ca_system_score_gemma":0.00639422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06266153,"about_ca_topic_score_gemma":0.1446705,"domain_scores_codex":[0.9989374,0.0004304153,0.00002304198,0.0001239442,0.0001363133,0.0003489355],"domain_scores_gemma":[0.9994905,0.00007634325,0.00005629575,0.00005285995,0.00006240274,0.0002616511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004240623,0.00004025961,0.0198839,0.00008444544,0.000008582873,0.003473765,0.8329037,0.000339418,0.001588501,0.1121991,0.003493325,0.02594266],"study_design_scores_gemma":[0.000003548305,0.00002969942,0.004707089,0.0001174478,0.00000750765,0.0007924285,0.8524466,0.0001980115,0.0002596775,0.0109842,0.1304378,0.00001605362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345923,0.0007350525,0.00152587,0.004486124,0.0001244167,0.00003011557,0.00003162445,0.00003778964,0.1584366],"genre_scores_gemma":[0.9862328,0.0004682605,0.0006330117,0.0002747995,0.00001164157,0.000009093414,0.00002374075,0.00001140969,0.01233527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06266153,"threshold_uncertainty_score":0.1245936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04794021523723334,"score_gpt":0.3936663430658114,"score_spread":0.3457261278285781,"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."}}