{"id":"W3198711468","doi":"10.14288/1.0397300","title":"Walking Waterways : Guardianship of Land and Water in Dasiqox","year":2021,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Philippine History and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Legal guardian; Geography; Business; Political science; Law","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":[0.000484322,0.0001431704,0.000107677,0.000306729,0.009144205,0.001986266,0.0005267544,0.0005441118,0.00854829],"category_scores_gemma":[0.000564833,0.0001846988,0.00005719555,0.0006235731,0.00699396,0.001473102,0.003467542,0.001545941,0.0003068963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664893,"about_ca_system_score_gemma":0.00340456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06867566,"about_ca_topic_score_gemma":0.2230232,"domain_scores_codex":[0.9996176,0.0001313474,0.000007560039,0.00003515036,0.00002850219,0.0001799629],"domain_scores_gemma":[0.9996744,0.00006336428,0.00004228175,0.00001416499,0.000023083,0.0001825816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002898602,0.00005581407,0.02426064,0.00005237089,0.000002298705,0.002139907,0.9031294,0.00003534581,0.0009705684,0.039455,0.005926206,0.02394341],"study_design_scores_gemma":[0.000002936767,0.00002249737,0.01471827,0.00004479592,0.000001698692,0.0003209159,0.8828607,0.00004949268,0.0001264007,0.001465779,0.1003791,0.000007415302],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193086,0.0005437637,0.0002933505,0.00606378,0.00006559771,0.00002644111,0.00003870055,0.00001218508,0.07364748],"genre_scores_gemma":[0.9853547,0.0002197006,0.0001202306,0.0003331196,0.000006038002,0.000007642022,0.000009724125,0.000006242527,0.01394272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06867566,"threshold_uncertainty_score":0.1365519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002332572899598,"score_gpt":0.1835487805153968,"score_spread":0.1735254547864009,"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."}}