{"id":"W7066897023","doi":"","title":"Keep Exploring, Sharing, and Tweeting: Connecting Millennials, Social Media and Destination Canadaâs Brand","year":2018,"lang":"en","type":"article","venue":"ScholarWorks@UMassAmherst (University of Massachusetts Amherst)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Destinations; Context (archaeology); Latent class model; Class (philosophy); Social influence","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":[0.000784405,0.0001808525,0.0001680354,0.001197194,0.002797297,0.004527939,0.000594189,0.0004738837,0.005871932],"category_scores_gemma":[0.004753715,0.0001683944,0.0002001645,0.001673959,0.001418147,0.002385949,0.002370893,0.0008136472,0.0003602476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004317717,"about_ca_system_score_gemma":0.004768947,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7149603,"about_ca_topic_score_gemma":0.8391047,"domain_scores_codex":[0.9996144,0.00009602539,0.00001276465,0.00004418746,0.000102194,0.0001303657],"domain_scores_gemma":[0.997677,0.0006016182,0.0003824286,0.0001178316,0.0003839272,0.0008371701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001352961,0.0001252258,0.7496214,0.0001053286,0.00008022912,0.000475921,0.1910835,0.0001913289,0.0007373758,0.004423373,0.005798207,0.04722284],"study_design_scores_gemma":[0.00000478212,0.00005025064,0.6127732,0.0001129646,0.0000648445,0.0002019277,0.3624229,0.0008206049,0.0002921497,0.0006233618,0.02258468,0.00004830931],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878052,0.0002522971,0.0001562807,0.0009079411,0.00001852282,0.00001652765,0.0005764003,0.00001028642,0.01025651],"genre_scores_gemma":[0.995744,0.0003128943,0.0002056289,0.00009776566,0.000006306248,0.000007963964,0.0002390776,0.000009707457,0.003376726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2850397,"threshold_uncertainty_score":0.5734366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07884660805654606,"score_gpt":0.2043046639950851,"score_spread":0.1254580559385391,"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."}}