{"id":"W6910337413","doi":"10.46827/ejes.v11i3.5229","title":"EXPLORING THE INFLUENCE OF NON-GOVERNMENTAL ORGANIZATION-LED INITIATIVES IN TEACHERS’ CONTINUOUS PROFESSIONAL DEVELOPMENT ON LEARNERS’ ACADEMIC PERFORMANCE IN KINIHIRA AND TUMBA SECTORS, RULINDO DISTRICT, RWANDA","year":2024,"lang":"en","type":"other","venue":"Open Access Publishing Group - European Journal of Education Studies","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kwantlen Polytechnic University","funders":"","keywords":"Coaching; Thematic analysis; Professional development; Likert scale; Qualitative property; Population; Sample (material); Regression analysis; Qualitative research","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":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004602915,0.0005004171,0.0008491569,0.001248358,0.0001950195,0.002053774,0.002587143,0.0000850229,0.00005803002],"category_scores_gemma":[0.002920748,0.0003597654,0.00004763011,0.001875931,0.0002679487,0.009755309,0.002261617,0.002261147,0.00003641969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086194,"about_ca_system_score_gemma":0.0008986578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001117308,"about_ca_topic_score_gemma":0.00008891772,"domain_scores_codex":[0.9954798,0.001007372,0.001612446,0.0005302792,0.001031314,0.0003387973],"domain_scores_gemma":[0.9959378,0.0003730747,0.002841848,0.0002613245,0.0004724038,0.0001135542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002989772,0.000922327,0.7241138,0.0007902655,0.0008662674,0.00004937579,0.1087052,0.0001978824,0.0002229126,0.0001987261,0.1511514,0.01248295],"study_design_scores_gemma":[0.001205463,0.0001056026,0.9028289,0.01252521,0.00006308733,0.00002004991,0.05450745,0.000001733013,0.00006523939,0.000007040946,0.0282804,0.0003898001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9586028,0.002070219,0.000002395001,0.0003470829,0.001902733,0.0008825985,0.00003181459,0.00002324409,0.03613709],"genre_scores_gemma":[0.9884813,0.00220108,0.000192783,0.0001359478,0.0003726241,0.00008854815,0.00004575648,0.0004796539,0.008002297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1787152,"threshold_uncertainty_score":0.9998854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09590648811466013,"score_gpt":0.3693652220408093,"score_spread":0.2734587339261492,"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."}}