{"id":"W642119772","doi":"10.12697/sss.2011.39.1.05","title":"Designing a semiotic-based approach to intercultural training","year":2011,"lang":"en","type":"article","venue":"Sign Systems Studies","topic":"International Student and Expatriate Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Cambridge; Johns Hopkins University","keywords":"Semiotics; Social semiotics; Qualitative research; Exploratory research; Context (archaeology); Process (computing); Psychology; Competence (human resources); Multimodality; Sociology; Pedagogy; Mathematics education; Computer science; Epistemology; Social psychology; Social science","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":[],"consensus_categories":[],"category_scores_codex":[0.02031743,0.0008228293,0.0005028573,0.002980391,0.006117618,0.008549026,0.002210592,0.002302702,0.004622893],"category_scores_gemma":[0.01749693,0.0004982563,0.0006971164,0.001646313,0.0224522,0.008547898,0.01220875,0.003032946,0.0007019904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003637597,"about_ca_system_score_gemma":0.006237669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193366,"about_ca_topic_score_gemma":0.003024746,"domain_scores_codex":[0.9708482,0.02639743,0.0004530014,0.0005866278,0.001035147,0.0006796359],"domain_scores_gemma":[0.9863258,0.01020001,0.0004866298,0.001276003,0.0009139623,0.0007976638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007657393,0.0002944886,0.001917201,0.0007376811,0.00002459049,0.0008254352,0.5126753,0.002882948,0.004658631,0.3967632,0.002202185,0.07694186],"study_design_scores_gemma":[0.00009236627,0.000353857,0.001570355,0.001276326,0.00003038304,0.001168876,0.510316,0.005545421,0.004999382,0.2163384,0.2582227,0.00008597422],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1551198,0.00133123,0.6784239,0.01198602,0.0005839425,0.001902151,0.00007451567,0.0003059024,0.1502725],"genre_scores_gemma":[0.6751096,0.0009865628,0.3094418,0.0008835677,0.00004266288,0.001726205,0.00006650842,0.0001202123,0.01162279],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02031743,"threshold_uncertainty_score":0.1074501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3053887463894378,"score_gpt":0.3677651474937007,"score_spread":0.06237640110426285,"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."}}