{"id":"W2606009591","doi":"10.47127/ijtmr.v1i2.20","title":"Ghanaian Educational Institutions' Capacity for, and Approach to, ICT Pedagogical Integration","year":2020,"lang":"en","type":"article","venue":"International Journal of Technology and Management Research","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Information and Communications Technology; Curriculum; Christian ministry; Process (computing); Technology integration; Pedagogy; Literacy; Mathematics education; Class (philosophy); Sociology; Psychology; Teaching method; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003388,0.00004449811,0.00007764664,0.0006401899,0.000269888,0.00008240941,0.0003159523,0.00007020745,0.00001755382],"category_scores_gemma":[0.0007750737,0.00003854415,0.00002471024,0.0003523572,0.0002921061,0.0001773565,0.0001284052,0.0003048269,0.000003086806],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006142922,"about_ca_system_score_gemma":0.0001399304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001909271,"about_ca_topic_score_gemma":0.00003426247,"domain_scores_codex":[0.9990917,0.00006550503,0.0001598714,0.00012856,0.0004167184,0.0001376127],"domain_scores_gemma":[0.9992398,0.00007387919,0.0000551344,0.00003471223,0.0004997672,0.00009671627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004541513,0.00006601742,0.001161781,0.00001027129,0.0000512261,0.000003226076,0.0009503926,0.000008477926,0.00008925129,0.8761129,0.001946662,0.1195544],"study_design_scores_gemma":[0.0003995386,0.0001907936,0.001913418,0.00004191948,0.00001246847,0.00001244263,0.00941669,0.0001338194,0.00007233933,0.03842276,0.9493179,0.00006586302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3691482,0.0002791719,0.06781778,0.5219066,0.0003017403,0.0005522143,0.000006991923,0.00003367232,0.03995368],"genre_scores_gemma":[0.9387992,0.0005083755,0.05937327,0.0002832378,0.0004007688,0.00002037452,0.000003681765,0.000002924837,0.0006081768],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9473713,"threshold_uncertainty_score":0.2075788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.288353318596736,"score_gpt":0.4988045623854607,"score_spread":0.2104512437887247,"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."}}