{"id":"W2090024454","doi":"10.1016/j.annals.2004.06.004","title":"Source Knowledge for Tourism Research","year":2005,"lang":"en","type":"article","venue":"Annals of Tourism Research","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Tourism; Geography; Archaeology","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":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaresearch","sts","insufficient_payload"],"category_scores_codex":[0.04565061,0.0002738455,0.0005601727,0.002279385,0.003012224,0.0004688507,0.003241874,0.000516271,0.001582012],"category_scores_gemma":[0.01110726,0.0002816359,0.0004151639,0.002726012,0.003344955,0.0008544289,0.001165487,0.001916175,0.001645435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002746837,"about_ca_system_score_gemma":0.002057494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008298049,"about_ca_topic_score_gemma":0.00192969,"domain_scores_codex":[0.98565,0.003533571,0.0007117834,0.0009735405,0.005402618,0.00372846],"domain_scores_gemma":[0.9831423,0.006540015,0.0001375238,0.00116089,0.007966679,0.001052664],"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":[0.0002570935,0.0007723168,0.0001423635,0.0001009782,0.00008542046,0.00004538747,0.007310704,0.00001801173,0.0005268019,0.04232293,0.8476158,0.1008021],"study_design_scores_gemma":[0.0007025836,0.0005301255,0.0003354271,0.0001166869,0.000006208191,0.000001132863,0.009979567,0.0001973288,0.009356737,0.03264645,0.945824,0.0003037893],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1875307,0.005074553,0.0002205499,0.1404939,0.0003849218,0.003558837,0.00006106359,0.0002199925,0.6624554],"genre_scores_gemma":[0.8253784,0.002478353,0.002499093,0.000154458,0.006174265,0.0003251809,0.00001078719,0.000100704,0.1628788],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6378476,"threshold_uncertainty_score":0.9999636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4656080608012815,"score_gpt":0.5775120292282934,"score_spread":0.1119039684270118,"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."}}