{"id":"W3046161215","doi":"10.4236/ce.2020.117084","title":"Professional Development for Primary School Teachers in Cameroon: Is the Cascade PD Model Effective?","year":2020,"lang":"en","type":"article","venue":"Creative Education","topic":"Teacher Education and Leadership Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Professional development; Cascade; Context (archaeology); School teachers; Psychology; Pedagogy; Medical education; Mathematics education; Medicine; Engineering; Geography","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":[0.004356004,0.000381257,0.0002433767,0.0007002515,0.002245602,0.001499169,0.0008256909,0.0006314652,0.002869455],"category_scores_gemma":[0.008986877,0.0004324457,0.000157726,0.0006478992,0.001291547,0.00151836,0.002467803,0.0009580915,0.0002749903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004761534,"about_ca_system_score_gemma":0.01080239,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04847329,"about_ca_topic_score_gemma":0.1021714,"domain_scores_codex":[0.9965498,0.002124913,0.00008838798,0.0002930028,0.0002927263,0.0006510757],"domain_scores_gemma":[0.9940097,0.002415222,0.0007733115,0.0003094625,0.0008156005,0.001676696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00169653,0.004326964,0.4595017,0.001515207,0.00002892049,0.003787629,0.1134242,0.001820378,0.005406043,0.004260154,0.00507659,0.3991558],"study_design_scores_gemma":[0.0007059538,0.007891866,0.7042069,0.002068521,0.00008167617,0.002925287,0.23713,0.0129368,0.00331848,0.003101358,0.02551791,0.000115135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921484,0.0004548895,0.0009897158,0.001706372,0.0000296447,0.0003128861,0.00003523647,0.00001766138,0.004305119],"genre_scores_gemma":[0.9972893,0.0002960322,0.001652419,0.0001392109,0.000005460669,0.0001000219,0.00001660567,0.000001892722,0.0004990856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04847329,"threshold_uncertainty_score":0.09638232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.104749082005266,"score_gpt":0.4111037021832624,"score_spread":0.3063546201779964,"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."}}