{"id":"W2001003718","doi":"10.1007/s11423-009-9127-8","title":"Editors’ introduction to the special issue on cognition &amp; learning technology","year":2009,"lang":"en","type":"article","venue":"Educational Technology Research and Development","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Educational technology; Cognition; Cognitive science; Psychology; Computer science; Engineering ethics; Mathematics education; Management science; Engineering; Neuroscience","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":["insufficient_payload"],"category_scores_codex":[0.002969031,0.000144425,0.0001428942,0.001644252,0.001131621,0.00004329627,0.0002863682,0.0002682,0.00139443],"category_scores_gemma":[0.003566419,0.0001156189,0.000008720222,0.002772847,0.0003284693,0.00003478601,0.0000835042,0.001864362,0.002899824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510943,"about_ca_system_score_gemma":0.0003022056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004184319,"about_ca_topic_score_gemma":0.000004294423,"domain_scores_codex":[0.9979436,0.0004111812,0.0002444146,0.0005263636,0.0003662571,0.0005081976],"domain_scores_gemma":[0.9984916,0.0002350179,0.00006247018,0.0002938808,0.0008502721,0.00006678973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009628118,0.000260569,0.001902434,0.00000218424,0.00003116693,0.000001286132,0.002326966,0.000003840494,0.0004262278,0.07022061,0.5690687,0.3556598],"study_design_scores_gemma":[0.000170489,0.000475823,0.03594025,0.00001744042,0.000001690924,0.00003414449,0.001847553,3.297342e-7,0.0006757252,0.01648835,0.944226,0.0001222571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1892251,0.0001709994,0.001864128,0.7711015,0.007568047,0.0007593516,0.000001709851,0.0003352159,0.02897387],"genre_scores_gemma":[0.6171619,0.00002921654,0.07055238,0.00182558,0.181525,0.001127995,0.0002579969,0.00006264352,0.1274573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.769276,"threshold_uncertainty_score":0.9995185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353076024914697,"score_gpt":0.4543704257275293,"score_spread":0.3808396654783824,"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."}}