{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001024907,0.0001375628,0.0002672698,0.00008376224,0.0005492191,0.00006185384,0.0002791418,0.00005648149,0.00001028436],"category_scores_gemma":[0.0002495793,0.0001087562,0.00007630333,0.0001565251,0.000112047,0.0001144915,0.00005354833,0.00007660497,0.00005319107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001776889,"about_ca_system_score_gemma":0.00004227282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002087101,"about_ca_topic_score_gemma":0.0003307207,"domain_scores_codex":[0.9985654,0.0002262652,0.0002373323,0.0002381714,0.0003947605,0.0003380548],"domain_scores_gemma":[0.9993907,0.0001298884,0.00008276588,0.00007714631,0.0002341046,0.00008540241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002149495,0.00003614859,0.0002911936,0.000031466,0.0001604029,0.000003207057,0.9847368,0.0000602097,0.00013974,0.01289027,0.001342094,0.0002869933],"study_design_scores_gemma":[0.0001823171,0.00006418937,0.0001011216,0.0001387385,0.00001981391,7.224203e-7,0.9959238,0.00003261059,0.0001241257,0.0001574788,0.003074975,0.0001800824],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3521374,0.008355119,0.01991492,0.001158196,0.004869729,0.002135117,0.00001032308,0.0006112598,0.6108079],"genre_scores_gemma":[0.996141,0.00004729233,0.001553153,0.00008528327,0.0005285935,0.00008200582,0.000001353287,0.0000109556,0.001550383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6440036,"threshold_uncertainty_score":0.4434948,"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."}}