{"id":"W2243797313","doi":"","title":"Who are these visitors? profiling tourists to Lunenburg, Nova Scotia","year":2014,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Profiling (computer programming); Geography; Nova (rocket); Advertising; Business; Computer science; Archaeology; Engineering; Aeronautics","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":[0.0003562109,0.0001233741,0.0001380203,0.0006891064,0.001836454,0.001285995,0.0003848739,0.0003707429,0.001923397],"category_scores_gemma":[0.001325776,0.0001417522,0.00008533381,0.0008479127,0.0006338228,0.0003342011,0.000871464,0.0004554016,0.0003400341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393713,"about_ca_system_score_gemma":0.003412391,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8040254,"about_ca_topic_score_gemma":0.945935,"domain_scores_codex":[0.9997025,0.00006166839,0.00001264017,0.00003175955,0.00005204135,0.0001393369],"domain_scores_gemma":[0.9993466,0.00009263639,0.0001506396,0.00001949584,0.0001530508,0.0002376404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001241035,0.0000387702,0.8907013,0.0001316635,0.00002335859,0.002354807,0.07816206,0.0001047655,0.001306641,0.0003269642,0.00635161,0.02037392],"study_design_scores_gemma":[0.000002181422,0.00003306701,0.792754,0.0001203306,0.000007265611,0.0003964714,0.200567,0.00007907838,0.00008218845,0.00003094673,0.005917088,0.00001041693],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944922,0.0002525813,0.00004348718,0.0005250942,0.00001331777,0.0000348826,0.0002751923,0.000002019527,0.004361334],"genre_scores_gemma":[0.9940513,0.0007151525,0.0001514727,0.0002446701,0.000007887155,0.00003111218,0.0002201814,0.000002671295,0.004575573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1959746,"threshold_uncertainty_score":0.3942574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448132404673503,"score_gpt":0.2411717372854937,"score_spread":0.2266904132387587,"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."}}