{"id":"W2911360999","doi":"10.1108/ijmce-04-2018-0016","title":"Peer coaching in a school in Cairo, Egypt","year":2019,"lang":"en","type":"article","venue":"International Journal of Mentoring and Coaching in Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Coaching; Originality; Psychology; Focus group; Peer feedback; Pedagogy; Value (mathematics); Medical education; Process (computing); Peer group; Sociology; Medicine; Social psychology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004069293,0.000073608,0.0001233989,0.0006846592,0.00004880397,0.0001816702,0.0002777254,0.00005893292,0.00004166853],"category_scores_gemma":[0.002202421,0.00007889972,0.00002687092,0.0002152961,0.00002389715,0.001185515,0.00003051337,0.0004907184,0.000006864159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588373,"about_ca_system_score_gemma":0.0007376714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006510132,"about_ca_topic_score_gemma":0.001543477,"domain_scores_codex":[0.9982133,0.0003807672,0.0004173687,0.0001400204,0.0006907589,0.0001577806],"domain_scores_gemma":[0.9989307,0.0003022838,0.0003422233,0.00006434604,0.000290289,0.00007016875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004855342,0.000320901,0.9081384,0.00000632705,0.00001185239,0.000002753808,0.04778386,0.0006802816,0.0004497407,0.00549331,0.00004869267,0.03701533],"study_design_scores_gemma":[0.001214056,0.00006994372,0.8375683,0.0009313746,0.00001008572,0.00003111629,0.09620453,0.0004608429,0.0001113076,0.009817577,0.05335356,0.0002272789],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9607356,0.0003064972,0.00006025717,0.005391292,0.005183547,0.0001232417,2.707404e-7,0.000004062491,0.0281953],"genre_scores_gemma":[0.9968848,0.0002425654,0.0009496499,0.0001135504,0.0006141652,0.000008399665,0.000001696444,0.000007006509,0.001178208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07057007,"threshold_uncertainty_score":0.9841416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01893032177796099,"score_gpt":0.40071893198077,"score_spread":0.381788610202809,"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."}}