{"id":"W4399160445","doi":"10.37386/2949-3307-2024-7-3","title":"CULTURAL PECULIARITIES REFLECTION IN TOURIST TEXTS (BASED ON CANADA TRAVEL GUIDES)","year":2024,"lang":"en","type":"article","venue":"Язык мультидисциплинарность научного знания","topic":"Language, Communication, and Linguistic Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Style (visual arts); Reflection (computer programming); Consciousness; Character (mathematics); Sociology; Element (criminal law); Linguistics; Psychology; Geography; Political science; Computer science; Archaeology; Philosophy","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"],"consensus_categories":[],"category_scores_codex":[0.0009845539,0.0003069986,0.0003737738,0.000239056,0.0009190923,0.0002847695,0.0005740641,0.0001628687,0.0002718191],"category_scores_gemma":[0.00194216,0.0002727404,0.0001272808,0.0008740073,0.0003978178,0.0001718395,0.00006728044,0.0004683579,0.00004764901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475048,"about_ca_system_score_gemma":0.001827193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6950248,"about_ca_topic_score_gemma":0.9517141,"domain_scores_codex":[0.9971128,0.0003977711,0.0005254712,0.0005120763,0.0008234587,0.0006284331],"domain_scores_gemma":[0.9980568,0.0009033393,0.00006505138,0.0005079368,0.0003056469,0.0001612068],"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":[0.0002018727,0.0004302082,0.005831471,0.0006647318,0.0003464453,0.0008364902,0.1644187,0.0009393524,0.0004447086,0.26367,0.5244609,0.03775508],"study_design_scores_gemma":[0.0007611424,0.0001290867,0.007680951,0.0009692273,0.00008564487,0.000007332019,0.06266881,0.002267906,0.0004558214,0.005317649,0.918678,0.00097846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1125208,0.02164065,0.0002458363,0.02322119,0.01131458,0.001265104,0.0001253111,0.0008900467,0.8287765],"genre_scores_gemma":[0.9852635,0.0007705027,0.0003038881,0.001046482,0.001370722,0.00008728316,0.00003692833,0.00003558214,0.01108514],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8727427,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0342444470609407,"score_gpt":0.3583792929287111,"score_spread":0.3241348458677704,"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."}}