{"id":"W2288655711","doi":"10.82308/47952","title":"Forbidden fruit : identity, power and investment issues in learning a second language through computer mediated communication","year":2005,"lang":"en","type":"article","venue":"Open MIND","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Identity (music); Power (physics); Communication; Investment (military); Computer science; Linguistics; Psychology; Sociology; Internet privacy; Political science; Law; Art; Aesthetics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004962191,0.00009503905,0.000149186,0.00005136731,0.0002521233,0.0006589733,0.0002562412,0.00003593191,0.01140091],"category_scores_gemma":[0.00002711457,0.00008799952,0.00001886703,0.00002422357,0.00007802393,0.0009181056,0.0002851738,0.0003075508,0.0003441201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002823119,"about_ca_system_score_gemma":0.00001228706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001172088,"about_ca_topic_score_gemma":0.01762456,"domain_scores_codex":[0.9992342,0.0001818286,0.0001800916,0.0001638229,0.00009869463,0.0001413675],"domain_scores_gemma":[0.999625,0.00008649778,0.00007869284,0.0001617968,0.00001808956,0.00002991333],"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":[0.00001333404,0.000109233,0.002695152,0.00001266105,0.00004207161,0.000009634668,0.9593794,0.00007509486,0.0001268032,0.01245133,0.002576467,0.02250876],"study_design_scores_gemma":[0.000533107,0.00006246586,0.001042378,0.00009506334,0.000008136578,0.000002738307,0.0243949,0.0004853964,0.00008366407,0.0002963493,0.9728425,0.0001533696],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.815522,0.0009347991,0.000007356522,0.0007478386,0.00003076403,0.000149486,0.000003721367,0.000006430096,0.1825977],"genre_scores_gemma":[0.9729536,0.00002719773,0.003464623,0.0004267501,0.000105514,0.00000770432,0.00005346314,0.00001355209,0.02294767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.970266,"threshold_uncertainty_score":0.9895028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04768993723879764,"score_gpt":0.3281524230615991,"score_spread":0.2804624858228015,"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."}}