{"id":"W2148241112","doi":"","title":"Investigating Tourism Branding Through Video Content Analysis","year":2009,"lang":"en","type":"article","venue":"ASAC","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Tourism; Content analysis; Business; Advertising; Marketing; Computer science; Political science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001239819,0.000110294,0.0001848763,0.000008903575,0.0002336846,0.00007784415,0.0001584711,0.00007275073,0.0003157901],"category_scores_gemma":[0.00003045887,0.00003854052,0.0001551522,0.0005608939,0.00002482767,0.0002937712,0.00001875482,0.0001001813,0.0000299354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001138692,"about_ca_system_score_gemma":0.000002374471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004532767,"about_ca_topic_score_gemma":0.0002890655,"domain_scores_codex":[0.9991639,0.00004561527,0.0001756027,0.0002460979,0.0001573229,0.0002114328],"domain_scores_gemma":[0.9996882,0.00004812859,0.00007068917,0.000058912,0.00003687772,0.00009717049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00002444943,0.0003521751,0.0352755,0.000003778889,0.0003559168,0.00007641512,0.002245123,0.0001317656,0.7640678,0.00430262,0.01417254,0.1789919],"study_design_scores_gemma":[0.0003147973,0.0007719749,0.9257831,0.00002550431,0.0003706324,0.00001315139,0.001137687,0.0004790018,0.009541078,0.01805635,0.04296892,0.0005378077],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888687,0.0001879247,0.00005228884,0.005403157,0.00005326929,0.00007798582,0.000005544272,0.00009160972,0.005259523],"genre_scores_gemma":[0.9956531,0.00001629786,0.0004872251,0.00237688,0.0004849661,0.000002678801,0.00007250786,3.773129e-7,0.0009059501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8905076,"threshold_uncertainty_score":0.345768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06989599803365584,"score_gpt":0.2593264488138041,"score_spread":0.1894304507801483,"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."}}