{"id":"W3164069641","doi":"10.1080/0967828x.2021.1915174","title":"Owners and occupants: mapping the Blaan of Malbulen (Davao Occidental, Philippines)","year":2021,"lang":"en","type":"article","venue":"South East Asia Research","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Proclamation; Indigenous; Government (linguistics); Citizen journalism; Land tenure; Sociology; Space (punctuation); Land registration; Land rights; Occupancy; Environmental ethics; Ethnology; Geography; Political science; Law; Archaeology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002773701,0.0001467312,0.0002862478,0.0001288189,0.0014665,0.0001678522,0.0005080392,0.0001333668,0.0004363732],"category_scores_gemma":[0.002485792,0.0001084471,0.0001128996,0.001211304,0.003454807,0.0001234219,0.0004968775,0.0005220464,0.0001901035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001325916,"about_ca_system_score_gemma":0.0004621238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008918869,"about_ca_topic_score_gemma":0.0005367851,"domain_scores_codex":[0.9956538,0.001171439,0.0003020245,0.0004108423,0.001473458,0.0009884071],"domain_scores_gemma":[0.9981902,0.0004723554,0.00006823408,0.000374651,0.0006174357,0.0002771129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006427807,0.0001430738,0.3627569,0.0001180286,0.000266219,0.00007319066,0.4922782,7.458145e-7,0.0004504001,0.1343042,0.002109193,0.007435546],"study_design_scores_gemma":[0.0003582186,0.00002275548,0.07116311,0.00007883091,0.00001586392,0.00000472553,0.9039116,0.000008392376,0.00009817965,0.005247789,0.01893922,0.0001513305],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8075495,0.00310328,0.00003418348,0.03992123,0.0002377438,0.0007202436,0.00007239661,0.00009298034,0.1482684],"genre_scores_gemma":[0.9960086,0.00008402971,0.000106581,0.0001014234,0.0004143101,0.00003283396,0.000003179695,0.00001932846,0.003229658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4116334,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2326395538562774,"score_gpt":0.4150926301738704,"score_spread":0.182453076317593,"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."}}