{"id":"W82297835","doi":"","title":"Live from \"Africa\": Representations and Reflections in Volunteer Weblogs","year":2008,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blogosphere; Narrative; Tourism; Media studies; Sociology; Citizenship; Public relations; Political science; Social media; The Internet; World Wide Web; Law; Linguistics; Politics; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006093356,0.000911745,0.0005801885,0.002065031,0.01884768,0.01101761,0.001071545,0.002498722,0.003280802],"category_scores_gemma":[0.01502945,0.0004307704,0.0003054328,0.001945376,0.01598161,0.007003275,0.008568909,0.005923764,0.0004584728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00391321,"about_ca_system_score_gemma":0.002926228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009535847,"about_ca_topic_score_gemma":0.01822728,"domain_scores_codex":[0.9949092,0.003651409,0.0000792512,0.000227401,0.0004501685,0.0006825205],"domain_scores_gemma":[0.9903545,0.007198858,0.0005810594,0.0003470745,0.0005765046,0.0009419619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001926059,0.00001671586,0.0005309135,0.00002207198,0.000001598755,0.0004203246,0.9920792,0.00001487851,0.0002072839,0.003347394,0.001379457,0.001960999],"study_design_scores_gemma":[0.000002968121,0.00001391856,0.0004189934,0.00005865399,0.000002302814,0.0001873132,0.9716021,0.00005181106,0.0001637367,0.0007061736,0.02678449,0.000007571748],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918029,0.0010385,0.002054312,0.01242037,0.0007009006,0.00006729598,0.00008780986,0.00007054066,0.06553121],"genre_scores_gemma":[0.9860445,0.0006113524,0.0003432661,0.001079558,0.0001701235,0.00003693015,0.00003523082,0.00009496234,0.01158417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884768,"threshold_uncertainty_score":0.03222513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04221798934250363,"score_gpt":0.3275201083326517,"score_spread":0.285302118990148,"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."}}