{"id":"W3024870088","doi":"10.5555/1722204.1722207","title":"ICT-based education","year":2007,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Information and Communications Technology; Political science; Management; Sociology; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0006096847,0.00008488641,0.00009765289,0.0004704487,0.0007764805,0.00001076547,0.0002384008,0.0003421488,0.00002628018],"category_scores_gemma":[0.001189144,0.00009987458,0.00004272455,0.0006926963,0.0003132963,0.000103302,0.00001528073,0.0003106225,0.00002760593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001434749,"about_ca_system_score_gemma":0.0003146721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000285055,"about_ca_topic_score_gemma":0.0001954433,"domain_scores_codex":[0.9990786,0.00001982455,0.0001553285,0.0002349013,0.00009783515,0.0004135386],"domain_scores_gemma":[0.999347,0.0001546992,0.0001100169,0.0001741391,0.000170018,0.00004409426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001361899,0.00008334387,0.02181014,0.000007159071,0.000007050142,3.753817e-7,0.0007617897,0.00008312469,0.00234812,0.2437545,0.0001420011,0.7309888],"study_design_scores_gemma":[0.0003960686,0.0001406793,0.001813644,0.00002035773,0.00001715436,0.000001982628,0.03535646,0.00002975645,0.01652217,0.09635551,0.8491318,0.0002143755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7253013,0.0008321563,0.2129683,0.01581133,0.001761111,0.000925613,9.41033e-7,0.00279242,0.0396069],"genre_scores_gemma":[0.9558102,0.00001778822,0.04199971,0.0001485459,0.00008445163,0.0001179271,0.00001215144,0.00001490743,0.001794327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8489898,"threshold_uncertainty_score":0.5972139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009769693645985518,"score_gpt":0.3662533126343043,"score_spread":0.3564836189883188,"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."}}