{"id":"W2111559778","doi":"10.5539/ass.v9n5p1","title":"Challenges and Community Development: A Case Study of Homestay in Malaysia","year":2013,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Government (linguistics); Product (mathematics); Community development; Marketing; Economic growth; Public relations; Political science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001766616,0.000679406,0.0005183922,0.0009939143,0.01473434,0.003119584,0.00217295,0.003526805,0.003655773],"category_scores_gemma":[0.002549014,0.0006065522,0.0005044629,0.001033922,0.004796291,0.002831509,0.005650339,0.002974594,0.0004219591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004424661,"about_ca_system_score_gemma":0.005581002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02234367,"about_ca_topic_score_gemma":0.08230293,"domain_scores_codex":[0.9975872,0.001390997,0.00005603272,0.0001619611,0.0001926817,0.0006111649],"domain_scores_gemma":[0.9977522,0.0005762281,0.0003065468,0.00008237302,0.0001842663,0.001098433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008041546,0.0007496785,0.01837271,0.0004986055,0.00002411817,0.0671413,0.8790418,0.0003871064,0.001354518,0.004320587,0.003330746,0.02469832],"study_design_scores_gemma":[0.000004326895,0.0001851935,0.004862863,0.0001862955,0.000007492192,0.005681167,0.9742673,0.0002359455,0.0003468095,0.0002980703,0.01390166,0.00002278154],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903984,0.000605679,0.000607251,0.001904577,0.00005209762,0.0001506187,0.0000440797,0.00001074517,0.006226611],"genre_scores_gemma":[0.9886235,0.001487819,0.001272319,0.0004392287,0.00002109945,0.00008544014,0.00002650793,0.00001295543,0.008031045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02234367,"threshold_uncertainty_score":0.04442722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07834942755628067,"score_gpt":0.3666778644825672,"score_spread":0.2883284369262866,"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."}}