{"id":"W2301914507","doi":"","title":"Educational scenarios with ICT: an operational design and implementation framework","year":2013,"lang":"en","type":"article","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Information and Communications Technology; Computer science; Process management; Business; Engineering management; Engineering; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001830512,0.00005256653,0.00003982935,0.00006047586,0.0004378667,0.0001607689,0.0000715522,0.0000728747,0.008981057],"category_scores_gemma":[0.00004821401,0.00004209499,0.00000576681,0.0001368107,0.000142722,0.0005963048,0.000004887818,0.00006354818,0.00005659348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004605783,"about_ca_system_score_gemma":0.0003728378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00354258,"about_ca_topic_score_gemma":0.002673021,"domain_scores_codex":[0.999427,0.00008972035,0.00008946735,0.0001331584,0.0001504009,0.000110208],"domain_scores_gemma":[0.9995241,0.0001083403,0.00003204729,0.00007092779,0.0001913181,0.00007324236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001635559,0.00004315822,0.02038983,4.803858e-7,0.000005039841,2.460776e-8,0.00439686,0.000002697648,0.00007182319,0.9592228,0.006201402,0.00966424],"study_design_scores_gemma":[0.000573614,0.0003579605,0.1966506,0.000027296,0.00002816123,0.000009469256,0.140788,0.002065136,0.001193667,0.6337851,0.0239857,0.0005352846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4433018,0.0000459214,0.390803,0.1528699,0.0002582354,0.00101577,0.000001881028,0.0001957071,0.01150774],"genre_scores_gemma":[0.9010051,0.00001881481,0.09598932,0.001471401,0.0001190103,0.0001832092,0.0000284957,0.000004230548,0.001180413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4577033,"threshold_uncertainty_score":0.9919249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550900564937652,"score_gpt":0.3714312479048067,"score_spread":0.3459222422554302,"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."}}