{"id":"W1718582217","doi":"","title":"Schema-building and Listening","year":2010,"lang":"en","type":"article","venue":"Studies in literature and language","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active listening; Schema (genetic algorithms); Psychology; Cognitive psychology; Linguistics; Computer science; Communication; Information retrieval; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"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":[0.000257895,0.0001049735,0.0001472281,0.00007776027,0.0002892296,0.0002005432,0.00004115672,0.00004070337,0.00004458407],"category_scores_gemma":[0.0001569267,0.00007737865,0.00001821454,0.00002929842,0.0002026832,0.0001472202,0.00006842494,0.0005710691,0.000001147636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003490178,"about_ca_system_score_gemma":0.000002503156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003872742,"about_ca_topic_score_gemma":0.0004091081,"domain_scores_codex":[0.9995048,0.00002876997,0.000100223,0.0001661637,0.00005355763,0.0001464837],"domain_scores_gemma":[0.9997313,0.0001046139,0.00002888912,0.00008422482,0.00002397672,0.00002699734],"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":[0.000006462256,0.000009093785,0.001464704,0.0001251852,0.00002849247,0.00006168866,0.8627095,1.754945e-7,0.001631651,0.1231879,0.0005703377,0.0102048],"study_design_scores_gemma":[0.0009956964,0.0001251226,0.001563752,0.001386843,0.00004642373,0.0001024,0.2487618,0.00008342897,0.000247603,0.003273691,0.7427773,0.0006358996],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394708,0.03196529,0.000001039223,0.0001955023,0.0004186048,0.00004182133,0.000003991838,0.00004643041,0.02785653],"genre_scores_gemma":[0.9935293,0.0001435022,0.0006373879,0.0002560303,0.0007820504,0.000005043371,0.00000356338,0.00000982481,0.00463328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.742207,"threshold_uncertainty_score":0.3155409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01693817334515457,"score_gpt":0.308556425207389,"score_spread":0.2916182518622344,"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."}}