{"id":"W2131764728","doi":"","title":"Equality, communication and collaboration in online learning environment: an example of language education for refugees","year":2004,"lang":"en","type":"article","venue":"Information Technology Interfaces","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refugee; Czech; Distance education; Face (sociological concept); Quarter (Canadian coin); Pedagogy; Virtual learning environment; Public relations; Sociology; Computer science; Political science; Multimedia; Linguistics; Social science; Geography; 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":[0.0004712783,0.00005033511,0.00008938183,0.0002920347,0.0001424025,0.00003365149,0.0001370582,0.0001304164,0.00001101958],"category_scores_gemma":[0.0002018496,0.00005405258,0.000007559984,0.0002309395,0.0001574881,0.001163733,0.00003528519,0.0001301074,0.00000306433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007976238,"about_ca_system_score_gemma":0.0001330945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001508256,"about_ca_topic_score_gemma":0.00346717,"domain_scores_codex":[0.9994213,0.00006603315,0.0002690508,0.00006736588,0.00008406631,0.00009215622],"domain_scores_gemma":[0.999531,0.00004000933,0.0002230635,0.0001156948,0.00007415876,0.00001606684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003904595,0.000246068,0.008262056,0.00006999423,0.0000117086,4.196653e-8,0.1205668,0.002493175,0.003170785,0.2093656,0.00001607725,0.6557586],"study_design_scores_gemma":[0.001029304,0.0004316202,0.001520723,0.000157991,0.00001423453,0.000001303289,0.8056379,0.0005642684,0.02169579,0.01996025,0.1487738,0.0002128207],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944999,0.0002016152,0.001886166,0.002535372,0.0000254698,0.0002450325,0.000006412447,0.00007146551,0.000528598],"genre_scores_gemma":[0.9829727,0.0001581376,0.01660134,0.0000282387,0.00001088882,0.00002751567,0.0001430526,0.000002876145,0.00005524291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6850711,"threshold_uncertainty_score":0.2280041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01761197045698019,"score_gpt":0.3530328002962916,"score_spread":0.3354208298393114,"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."}}