{"id":"W2003477500","doi":"10.1080/13683500.2011.574892","title":"Current Issues in Method and Practice","year":2011,"lang":"en","type":"article","venue":"Current Issues in Tourism","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Current (fluid); Business; Engineering","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":[0.004161893,0.0002112923,0.0003362643,0.0004622298,0.0001967962,0.0001490805,0.0006377448,0.0001307529,0.0003912477],"category_scores_gemma":[0.002625596,0.0002172485,0.00005674883,0.0005962414,0.0003780698,0.00101555,0.0003667354,0.000714766,0.0002102008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002151109,"about_ca_system_score_gemma":0.0001475369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01695837,"about_ca_topic_score_gemma":0.0009432309,"domain_scores_codex":[0.9961377,0.001385028,0.0003691943,0.0005447805,0.0008238961,0.0007394225],"domain_scores_gemma":[0.9985328,0.0006039053,0.000133159,0.0003341464,0.0001528561,0.0002431127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002047084,0.001654863,0.01380774,0.0001914165,0.00003249686,0.00072487,0.1496686,0.000005223781,0.00001771424,0.1102684,0.07390451,0.6495194],"study_design_scores_gemma":[0.0006370141,0.00006262302,0.007939931,0.0002764679,0.0000202514,0.000003564465,0.01792757,0.00008007942,0.0001526201,0.01591834,0.9566216,0.0003599162],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08387202,0.2102315,0.000965555,0.02212025,0.008990517,0.002994861,0.00002981094,0.0005963994,0.6701991],"genre_scores_gemma":[0.8581726,0.09050167,0.0441613,0.0001072385,0.003617902,0.0001851789,0.00001334296,0.00009304628,0.003147711],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8827171,"threshold_uncertainty_score":0.9895878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1256296518157493,"score_gpt":0.4813916773541613,"score_spread":0.355762025538412,"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."}}