{"id":"W2060825509","doi":"10.1111/j.1467-9345.2008.00479.x","title":"Inviting conversation: meaningful talk about texts for English language learners","year":2008,"lang":"en","type":"article","venue":"Literacy","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Situated; Ell; Conversation; Literacy; Reading (process); Vocabulary; Proposition; Meaning (existential); Pedagogy; Psychology; Identity (music); Vocabulary development; Task (project management); Linguistics; Teaching method; Mathematics education; Computer science; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00447916,0.0008674051,0.0005627236,0.0009406436,0.007669815,0.006165029,0.001756455,0.003555956,0.005212777],"category_scores_gemma":[0.01361811,0.0003686998,0.0005458783,0.0006155948,0.009875989,0.00680846,0.01073542,0.003634821,0.00122327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362863,"about_ca_system_score_gemma":0.0008638024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007352746,"about_ca_topic_score_gemma":0.001208643,"domain_scores_codex":[0.9931331,0.005584226,0.000115926,0.0002720949,0.0004944496,0.0004002624],"domain_scores_gemma":[0.9887496,0.008501517,0.0007674176,0.0004537966,0.0003203218,0.001207293],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001239482,0.000101349,0.0008368752,0.0003121312,0.00001033043,0.001344635,0.9620818,0.0001265187,0.007592721,0.01002291,0.002852919,0.01459388],"study_design_scores_gemma":[0.00007086646,0.0003185102,0.003451037,0.0007840204,0.00004224702,0.002180618,0.7645733,0.0008150715,0.005762757,0.0180145,0.2038924,0.00009466472],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7914055,0.002739182,0.04205564,0.01190996,0.0005876641,0.000886808,0.0002391438,0.001054564,0.1491216],"genre_scores_gemma":[0.9783283,0.0008817247,0.01204322,0.0009986892,0.000157039,0.0005459992,0.0001009222,0.0001866187,0.006757362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007669815,"threshold_uncertainty_score":0.02368832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02353416127469408,"score_gpt":0.2590165125037397,"score_spread":0.2354823512290456,"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."}}