{"id":"W1905125945","doi":"10.18806/tesl.v31i0.1186","title":"The Quantity and Quality of Language Practice in Typical Interactive Pair/Group Tasks","year":2015,"lang":"en","type":"article","venue":"TESL Canada Journal","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Ministère de l'Éducation, du Loisir et du Sport Québec","keywords":"Humanities; Possessive; Psychology; Linguistics; Sociology; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002002795,0.00006259148,0.0001221054,0.00002794602,0.0002452122,0.0001282337,0.0000973629,0.00001710868,0.0004581211],"category_scores_gemma":[0.002537238,0.00004125861,0.00002002259,0.00001872999,0.00009191719,0.0001992622,0.00002741797,0.0006449451,0.000001081008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001078086,"about_ca_system_score_gemma":0.0002753919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.480533,"about_ca_topic_score_gemma":0.8013221,"domain_scores_codex":[0.998786,0.0005165471,0.0002394351,0.00006692586,0.0002527392,0.0001384038],"domain_scores_gemma":[0.9985564,0.0009476555,0.0002168159,0.00007910834,0.000111971,0.00008798597],"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":[0.001929464,0.0003683939,0.02253642,0.00007448781,0.0003047098,0.0003381337,0.5509833,0.00008635339,0.0002107767,0.2651623,0.1168306,0.04117509],"study_design_scores_gemma":[0.0007967771,0.0001747829,0.01503056,0.00007276915,0.00002122963,0.00008238186,0.265943,0.0001098287,0.00001362627,0.0004760547,0.7171141,0.0001648818],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788921,0.00995787,0.00002210881,0.002402299,0.0004667728,0.00004671328,0.000008038859,0.000009444213,0.008194602],"genre_scores_gemma":[0.9973508,0.00001225968,0.00006372708,0.001960767,0.0002335734,6.840996e-7,0.000001025302,0.000005655093,0.0003714914],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6002836,"threshold_uncertainty_score":0.5229262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06370149574661728,"score_gpt":0.3264171447459037,"score_spread":0.2627156489992865,"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."}}