{"id":"W2105135900","doi":"10.1177/0047287511410323","title":"Evaluating Research Methods on Travel Blogs","year":2011,"lang":"en","type":"article","venue":"Journal of Travel Research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":190,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Content analysis; Narrative; Destination marketing; Strengths and weaknesses; Destinations; Advertising; Presentation (obstetrics); Narrative inquiry; Sociology; Psychology; Political science; Business; Social science; Social psychology","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4624967,0.002469355,0.00310414,0.01711495,0.003696625,0.01181489,0.003672062,0.002797164,0.01626036],"category_scores_gemma":[0.6857552,0.001450259,0.00286782,0.01503933,0.005961032,0.0108166,0.00768219,0.002323244,0.002352209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01158141,"about_ca_system_score_gemma":0.01287412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361567,"about_ca_topic_score_gemma":0.001673567,"domain_scores_codex":[0.2917986,0.595997,0.04517731,0.01098154,0.05423262,0.001812989],"domain_scores_gemma":[0.09611698,0.7837093,0.0334219,0.03329302,0.05155545,0.001903242],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002811702,0.001551936,0.0152643,0.02898317,0.001479378,0.0002722811,0.02701684,0.006044882,0.003492438,0.08598515,0.005283932,0.8218139],"study_design_scores_gemma":[0.0121406,0.02336748,0.06585753,0.08988293,0.007065557,0.001514077,0.06361365,0.06208615,0.03045028,0.3754876,0.2674319,0.00110233],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09351408,0.02009501,0.7067028,0.00351667,0.001619401,0.08785067,0.002324465,0.0009700566,0.08340679],"genre_scores_gemma":[0.2009504,0.005260503,0.6909538,0.0007563772,0.000497911,0.09788589,0.0005890416,0.0002541474,0.002851958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5375033,"threshold_uncertainty_score":0.6628373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.777860816495573,"score_gpt":0.6739988484584216,"score_spread":0.1038619680371514,"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."}}