{"id":"W4211098571","doi":"10.22459/ir.06.2018","title":"Island Rivers: Fresh Water and Place in Oceania","year":2018,"lang":"en","type":"book","venue":"ANU Press eBooks","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Livelihood; Ethnography; Pacific islanders; Identity (music); Geography; Ethnology; Anthropology; Archaeology; History; Genealogy; Sociology; Art; Ethnic group; Aesthetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001924481,0.0003498439,0.0001851205,0.0009559392,0.002256194,0.004159173,0.000296412,0.0006347921,0.01538937],"category_scores_gemma":[0.0003393189,0.0001486965,0.0001326242,0.002897537,0.002915701,0.002224011,0.001933377,0.001385884,0.001232016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002135828,"about_ca_system_score_gemma":0.002038695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04266896,"about_ca_topic_score_gemma":0.1647666,"domain_scores_codex":[0.9999125,0.00002202725,0.000006534844,0.00001223884,0.00002848791,0.00001818615],"domain_scores_gemma":[0.9999082,0.00003631242,0.000009882987,0.00001063899,0.0000137304,0.00002127092],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003310187,0.00002936296,0.00487749,0.0006434778,0.00000958238,0.0004876545,0.04476323,0.0002813909,0.0006166077,0.2688736,0.3071335,0.3722512],"study_design_scores_gemma":[0.000001407907,0.000005092534,0.004033032,0.0003101976,0.000002528818,0.00009661457,0.006986427,0.00002302845,0.0000410435,0.003871956,0.9846238,0.000004779068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01320682,0.1162123,0.0007515757,0.0165152,0.003064056,0.0000298096,0.0002794386,0.00008881027,0.8498519],"genre_scores_gemma":[0.1067635,0.09873202,0.001295754,0.002659886,0.001624714,0.00005482301,0.0003033101,0.0001655638,0.7884004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04266896,"threshold_uncertainty_score":0.08484119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08673333437445599,"score_gpt":0.2917253243116454,"score_spread":0.2049919899371894,"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."}}