{"id":"W2999342358","doi":"10.5555/1165537.1165539","title":"Learning with technology in Brazil","year":2006,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Geography","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":[0.0002609633,0.0001577326,0.0002321183,0.001124043,0.0006187815,0.0000393119,0.0003704567,0.000462103,0.00001576825],"category_scores_gemma":[0.001482892,0.0001581673,0.00003633333,0.00227684,0.000918048,0.0002873378,0.00006694227,0.0007336018,0.00002392309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001520513,"about_ca_system_score_gemma":0.0001223202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009367581,"about_ca_topic_score_gemma":0.001068848,"domain_scores_codex":[0.9985762,0.00002967262,0.0002334386,0.0003944536,0.0001376047,0.000628639],"domain_scores_gemma":[0.9993288,0.0001622877,0.0001657402,0.0001880405,0.0001291541,0.00002598001],"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":[0.00002954371,0.00007384846,0.2276376,0.00001043379,0.000007389449,0.000008685171,0.0003575164,0.002502708,0.001537677,0.5997472,0.00005537165,0.168032],"study_design_scores_gemma":[0.001398068,0.0006613963,0.002176161,0.00010236,0.000008743892,0.00001189835,0.06189712,0.00006667826,0.008357448,0.3120826,0.6127267,0.0005107555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9432245,0.0005637456,0.002873039,0.01789151,0.00009088411,0.00051544,7.294346e-7,0.003790387,0.03104975],"genre_scores_gemma":[0.9801438,0.00007058265,0.01363668,0.00003287022,0.0000279637,0.0002729241,0.000008238,0.00002805427,0.005778847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6126714,"threshold_uncertainty_score":0.6449877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006640757161140378,"score_gpt":0.3101916021454448,"score_spread":0.3035508449843044,"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."}}