{"id":"W6990783027","doi":"","title":"Enhancing Knowledge Sharing: A Cross-Cultural Research Collaboration across the UK and Thailand","year":2016,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Government (linguistics); Work (physics); Qualitative research; Context (archaeology); Data collection","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":[0.02304696,0.0004331603,0.0005282459,0.001618144,0.01136082,0.01248095,0.001274444,0.002407158,0.004378525],"category_scores_gemma":[0.02771817,0.0005260948,0.0004491771,0.00290924,0.004683885,0.006591321,0.01645647,0.002736588,0.0006424816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005673165,"about_ca_system_score_gemma":0.02526076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01664328,"about_ca_topic_score_gemma":0.0234448,"domain_scores_codex":[0.97811,0.0176007,0.0006891342,0.0008282085,0.001281566,0.001490475],"domain_scores_gemma":[0.9339788,0.03995873,0.002608541,0.003874139,0.004933522,0.01464626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004966272,0.0007234582,0.01537646,0.0006992335,0.00006206168,0.002129793,0.9154987,0.0003170038,0.002566221,0.002633418,0.002047151,0.05744975],"study_design_scores_gemma":[0.00008181297,0.0006056173,0.01403118,0.0004222829,0.00007036232,0.0007257313,0.9475749,0.0005143295,0.00178355,0.001526139,0.03258746,0.0000766741],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971051,0.0008234237,0.003120719,0.003564963,0.00009888932,0.0005484755,0.0001086472,0.00006360283,0.02062039],"genre_scores_gemma":[0.9897735,0.0006094796,0.003951686,0.0004941807,0.00002020804,0.0002447965,0.00007660426,0.00003582479,0.004793841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304696,"threshold_uncertainty_score":0.1218854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05852399568857797,"score_gpt":0.4079918218370298,"score_spread":0.3494678261484518,"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."}}