{"id":"W4367158470","doi":"10.7202/1084124ar","title":"Paula BROWN, Beyond a Mountain Valley: The Simbu of Papua New Guinea. Honolulu: University of Hawaii Press, 1995. 296 pages","year":2021,"lang":"en","type":"article","venue":"Culture","topic":"Pacific and Southeast Asian Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"New guinea; Geography; History; Ethnology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887803,0.0001025478,0.0002302628,0.000009829971,0.0003285516,0.00002062938,0.0002972108,0.0001218048,0.000160204],"category_scores_gemma":[0.0001098584,0.00007377251,0.0001288575,0.0002309496,0.0004630914,0.00007991397,0.0001108104,0.0001311316,0.00001637689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003472741,"about_ca_system_score_gemma":0.0001982898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001399835,"about_ca_topic_score_gemma":0.002673273,"domain_scores_codex":[0.9990192,0.0001893441,0.0001226574,0.0001835678,0.0002872328,0.0001980127],"domain_scores_gemma":[0.9993469,0.00005073301,0.0001173389,0.0002258339,0.0001845355,0.00007467358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004043732,0.000112145,0.004146407,0.00005297834,0.0002704282,0.00003164676,0.5890414,0.0000224795,0.0007887916,0.07575369,0.3259782,0.003761398],"study_design_scores_gemma":[0.0001984013,0.0000127498,0.001397231,0.00002247608,0.00004826396,6.780189e-7,0.3951854,0.000001505097,0.0001494937,0.001430714,0.6014768,0.0000763249],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01933355,0.0147653,0.0003124624,0.0189365,0.0003377495,0.0003888562,0.0001776845,0.00007237458,0.9456756],"genre_scores_gemma":[0.897451,0.001100705,0.0003616533,0.00006211887,0.0002122279,4.284452e-7,0.00001085323,0.00000671707,0.1007943],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8781175,"threshold_uncertainty_score":0.3008355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02373198886887196,"score_gpt":0.2489681578318507,"score_spread":0.2252361689629788,"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."}}