{"id":"W2300906137","doi":"10.14288/1.0090887","title":"Teachers’ decisions in conducting read alouds","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"EFL/ESL Teaching and Learning","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0459176,0.0008468437,0.0006987506,0.001835526,0.003433784,0.006302011,0.001743863,0.002174001,0.002496508],"category_scores_gemma":[0.1608436,0.001261027,0.000653647,0.0009101216,0.003863707,0.003973604,0.00212989,0.002920884,0.002098422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002555488,"about_ca_system_score_gemma":0.003898764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001736241,"about_ca_topic_score_gemma":0.005339935,"domain_scores_codex":[0.9013785,0.07052755,0.005370975,0.005820668,0.0140526,0.002849829],"domain_scores_gemma":[0.7603276,0.1837627,0.01768867,0.008896396,0.02441533,0.004909376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008953265,0.0005267413,0.0444371,0.0007834232,0.0001148116,0.002587829,0.6910111,0.0008510092,0.07542209,0.006216968,0.006094564,0.1710589],"study_design_scores_gemma":[0.0002971669,0.001481967,0.06655884,0.001584688,0.0002581115,0.003992065,0.6343002,0.004868675,0.08892815,0.02233835,0.1746763,0.0007155457],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8955808,0.001058897,0.06815681,0.005396138,0.0004441624,0.0006819403,0.0001345286,0.0008377744,0.02770898],"genre_scores_gemma":[0.9529766,0.0004860066,0.03906538,0.0007731497,0.00006763011,0.0003614451,0.0001026231,0.0003204334,0.00584677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0459176,"threshold_uncertainty_score":0.2428384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273372045678565,"score_gpt":0.2150902367531839,"score_spread":0.1723565162963983,"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."}}