{"id":"W7001130225","doi":"","title":"Intensive training and practice (ITaP): Impact and possibilities for primary trainee teachers and schools","year":2024,"lang":"en","type":"article","venue":"Edge Hill University Research Information Repository (Edge Hill University)","topic":"Student Assessment and Feedback","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Curriculum; Control (management); Focus (optics); Training (meteorology); Focus group","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":[0.008501397,0.000219953,0.0002875619,0.001154222,0.002190439,0.005218365,0.0008966553,0.001181594,0.01252497],"category_scores_gemma":[0.0229482,0.0002309938,0.0002952419,0.0007360412,0.002711825,0.00374006,0.008682891,0.001732814,0.001098502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001889699,"about_ca_system_score_gemma":0.007278455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002987512,"about_ca_topic_score_gemma":0.00647532,"domain_scores_codex":[0.9892783,0.005565844,0.0002584564,0.0003723612,0.003467845,0.001057161],"domain_scores_gemma":[0.9797114,0.01282224,0.0009021236,0.0008495832,0.001749208,0.003965533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001313228,0.0006901239,0.008615771,0.0005032933,0.000008050814,0.000194167,0.01944107,0.0001662012,0.0009046787,0.008537085,0.01301454,0.9477938],"study_design_scores_gemma":[0.0002066629,0.004720711,0.1878762,0.005581217,0.00005882072,0.002290539,0.1986308,0.001467125,0.004724629,0.0521114,0.5421828,0.0001490952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4538929,0.009480422,0.01812199,0.08501188,0.001024832,0.0005827374,0.0001945228,0.0009294912,0.4307613],"genre_scores_gemma":[0.9624831,0.004038447,0.01053813,0.002389922,0.0002318192,0.0002182592,0.0000950323,0.00008085842,0.01992453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01252497,"threshold_uncertainty_score":0.0449602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463478474217471,"score_gpt":0.3576662179976658,"score_spread":0.2930314332554911,"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."}}