{"id":"W2531757751","doi":"","title":"Student Independent Projects: Tourism Studies 2013","year":2013,"lang":"en","type":"article","venue":"Memorial University Research Repository (Memorial University)","topic":"Hospitality and Tourism Education","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Recreation; Entertainment; Hospitality; Tourism geography; Public relations; Marketing; Political science; Empirical research; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001091021,0.0003494753,0.0004582587,0.001633658,0.002037319,0.0006892016,0.001461363,0.0002944907,0.0002861692],"category_scores_gemma":[0.0002449765,0.0003888381,0.0002284201,0.002088634,0.0005286966,0.004408449,0.001470644,0.0008189892,0.0012572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117595,"about_ca_system_score_gemma":0.0004041122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02042532,"about_ca_topic_score_gemma":0.0005241869,"domain_scores_codex":[0.9961165,0.0003566283,0.0003081742,0.0008746618,0.001448939,0.0008950641],"domain_scores_gemma":[0.996646,0.0002363363,0.0002698943,0.0006748764,0.002039442,0.0001334186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002251184,0.003037604,0.02903179,0.0007563954,0.00172578,0.005134787,0.006280782,0.0002288141,0.006807898,0.100792,0.8408433,0.003109701],"study_design_scores_gemma":[0.005131048,0.000266123,0.01652158,0.0001519483,0.0002517102,0.00001138875,0.08535712,0.0001925654,0.0007826248,0.002133082,0.8881123,0.001088509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842026,0.00007160644,0.00003123873,0.001855068,0.01090281,0.001471717,0.000003451117,0.0002661065,0.1011954],"genre_scores_gemma":[0.9341967,0.0001659791,0.00009452897,0.00006586117,0.01909945,0.000003632644,0.00002519842,0.00003780751,0.0463108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09865893,"threshold_uncertainty_score":0.9998564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04181006470791587,"score_gpt":0.2778138446287032,"score_spread":0.2360037799207873,"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."}}