{"id":"W2073294649","doi":"10.5539/ass.v9n14p98","title":"The World-View of Penan Community on Quality of Life","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Community Health and Development","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Kebangsaan Malaysia","keywords":"Officer; Nonprobability sampling; Government (linguistics); Poverty; Quality of life (healthcare); Population; Sociology; Public relations; Quality (philosophy); Community organization; Economic growth; Meaning (existential); Psychology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.006797986,0.00007206984,0.000233229,0.00006292507,0.005841624,0.0000100135,0.0009078581,0.00004919903,0.000249952],"category_scores_gemma":[0.001618639,0.00004830804,0.00004263793,0.0008992938,0.001009165,0.0001056742,0.0003669005,0.0007869819,0.0001227701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470269,"about_ca_system_score_gemma":0.00164992,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008996652,"about_ca_topic_score_gemma":0.006756213,"domain_scores_codex":[0.9962133,0.00211988,0.0006317462,0.00008453856,0.0005090768,0.0004415],"domain_scores_gemma":[0.9967623,0.001778781,0.0004174789,0.0004747368,0.0003668429,0.0001998786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007771842,0.0003439799,0.06103615,0.0005936984,0.00001115649,6.499767e-8,0.08281596,5.104832e-8,0.0004241339,0.3096747,0.02046219,0.5245602],"study_design_scores_gemma":[0.000185638,0.00003583965,0.953658,0.00007222542,0.000001020665,1.399411e-8,0.02559382,7.247377e-7,0.00002383497,0.006649251,0.01372499,0.00005465695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3968389,0.00003922555,0.000006339923,0.01507959,0.0002795562,0.0006825359,0.000004680187,0.00001956143,0.5870497],"genre_scores_gemma":[0.9964284,0.00002097774,0.0001111539,0.002569811,0.00004085182,0.00004983263,0.000001070198,0.000003766402,0.0007741288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8926218,"threshold_uncertainty_score":0.9976025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1965636540196203,"score_gpt":0.5161752581622301,"score_spread":0.3196116041426098,"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."}}