{"id":"W2954206865","doi":"10.1386/hosp.4.2.213_5","title":"Reviews","year":2014,"lang":"en","type":"article","venue":"Hospitality & Society","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Confederation College","funders":"","keywords":"Media studies; Newcastle upon tyne; Hospitality; Political science; Economic history; Art; Sociology; Humanities; Art history; History; Law; Tourism","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001147016,0.001286442,0.001617211,0.00456347,0.00089861,0.005932498,0.002153842,0.002513906,0.3263824],"category_scores_gemma":[0.006568455,0.0004385062,0.001081838,0.004182059,0.0007969455,0.003253875,0.002493653,0.002404391,0.220867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745876,"about_ca_system_score_gemma":0.005812799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003932881,"about_ca_topic_score_gemma":0.004912235,"domain_scores_codex":[0.9982408,0.0002535016,0.000172087,0.0003185441,0.0008473392,0.0001676539],"domain_scores_gemma":[0.9971125,0.0006465334,0.0002405165,0.000284825,0.001386725,0.0003289095],"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":[0.00002427771,0.00001808966,0.00005218383,0.002638098,0.00001621259,0.00006710289,0.00005788819,0.00005949274,0.0001872655,0.003536317,0.871562,0.1217811],"study_design_scores_gemma":[0.000003364293,0.000004741587,0.00006483396,0.001148825,0.000006283806,0.00007622722,0.00002584518,0.000005220564,0.00002495487,0.0006273453,0.9980094,0.000002985441],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0003896455,0.5693888,0.001410007,0.02434325,0.0555471,0.0002880148,0.006073949,0.000830128,0.3417291],"genre_scores_gemma":[0.004765586,0.5434665,0.001868533,0.02493373,0.02706575,0.000337184,0.008201412,0.0005686244,0.3887926],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6736176,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044767563811406,"score_gpt":0.228740902666709,"score_spread":0.2082932270285949,"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."}}