{"id":"W2091980827","doi":"10.1002/tl.98","title":"A MOOcentric Perspective on Education and Information Technology","year":2003,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Perspective (graphical); Higher education; Sociology; Pedagogy; Information technology; Mathematics education; Psychology; Political science; Computer science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.000666319,0.00006003121,0.00006765667,0.0003219387,0.00224716,0.00008988951,0.0000262509,0.00007791606,0.000009026462],"category_scores_gemma":[0.003924301,0.00006177155,0.00001922623,0.0002279227,0.00004984495,0.0003953586,0.000005480382,0.0005421976,0.000004293696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009526441,"about_ca_system_score_gemma":0.0002482423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008861058,"about_ca_topic_score_gemma":0.00007795075,"domain_scores_codex":[0.999354,0.000232388,0.00007972543,0.0001167494,0.00007269334,0.0001444119],"domain_scores_gemma":[0.999593,0.000189201,0.00005921602,0.0000380245,0.00005954392,0.00006106967],"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":[0.00000377895,0.00002424411,0.001381139,0.000003327547,0.000006019122,2.757434e-8,0.01110835,0.00005359051,0.000007569547,0.3900265,0.0002277587,0.5971577],"study_design_scores_gemma":[0.0001656057,0.00007762183,0.0002597905,0.00002064272,0.00001266561,0.000003677178,0.1035693,0.00009641382,0.000007280028,0.003941917,0.8917747,0.00007041977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6142829,0.001642538,0.01084751,0.01841825,0.0007577922,0.0006018642,0.000001349757,0.0006997719,0.352748],"genre_scores_gemma":[0.9773003,0.0001858874,0.01308511,0.0001000202,0.0001783231,0.00001919793,0.0000035132,0.000007179119,0.009120437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8915469,"threshold_uncertainty_score":0.9990517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007327303890763914,"score_gpt":0.3141786971509829,"score_spread":0.306851393260219,"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."}}