{"id":"W2181716288","doi":"10.29302/jolie.2009.2.1.6","title":"Accommodation through Different Lenses","year":2009,"lang":"en","type":"article","venue":"Journal of Linguistic and Intercultural Education","topic":"Second Language Learning and Teaching","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accommodation; Creativity; Openness to experience; Preparedness; Political science; European union; Competence (human resources); Public relations; Context (archaeology); Pedagogy; Sociology; Psychology; Business; Geography; Social psychology; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.00006892542,0.00006652153,0.0001068728,0.00003978581,0.0001186434,0.0001547134,0.00005131523,0.00001679132,0.0002817332],"category_scores_gemma":[0.0003175075,0.0000407187,0.00004382607,0.000008444212,0.00002702199,0.000174164,0.000004085296,0.0001629411,0.000003150205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002346729,"about_ca_system_score_gemma":0.00002061715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007884794,"about_ca_topic_score_gemma":0.0000163603,"domain_scores_codex":[0.9995771,0.00002933202,0.0002120913,0.00005042235,0.00007076973,0.00006030768],"domain_scores_gemma":[0.9995322,0.00003414327,0.0001884974,0.00003697356,0.0001799821,0.00002826962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003855392,0.0001942197,0.0002143397,0.00002157724,0.00003288809,0.000002339411,0.5147554,0.00000199801,0.0003968446,0.08734587,0.003433429,0.3935625],"study_design_scores_gemma":[0.0009040163,0.001907297,0.01391093,0.001084799,0.0002703536,0.0004015896,0.3815943,0.0001430729,0.0005309866,0.02621944,0.5725033,0.0005298819],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9771774,0.001194978,0.0000617841,0.0008684561,0.001371952,0.00002591822,5.709015e-7,0.000009849475,0.01928904],"genre_scores_gemma":[0.9947118,0.00004541287,0.0002220432,0.0007974405,0.002471502,3.150441e-7,0.000006956092,0.000002844402,0.001741708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5690699,"threshold_uncertainty_score":0.3084781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02483361626609103,"score_gpt":0.2865229959993624,"score_spread":0.2616893797332713,"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."}}