{"id":"W2254325402","doi":"","title":"Technology and Education: A Primer","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Fraser Institute","funders":"","keywords":"Pace; Set (abstract data type); Computer science; Process (computing); Mathematics education; TUTOR; Adaptive learning; Software; Key (lock); Intervention (counseling); Multimedia; Psychology; Artificial intelligence; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001764155,0.00009495351,0.0001130441,0.0003459878,0.000193051,0.00003209906,0.0001397766,0.0001084125,0.0005711348],"category_scores_gemma":[0.0001048844,0.00007945846,0.00002487775,0.0003396115,0.00008322678,0.00007413696,0.00002058025,0.00261582,0.0002987994],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001570973,"about_ca_system_score_gemma":0.0007302858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008097848,"about_ca_topic_score_gemma":0.00000491685,"domain_scores_codex":[0.9982124,0.0002998048,0.0001597143,0.0001568511,0.00006762973,0.001103607],"domain_scores_gemma":[0.9995609,0.00004102692,0.0001064981,0.0001456799,0.0001086111,0.00003731759],"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":[0.000004717233,0.00004239846,0.01103264,7.273198e-7,0.00005815266,2.893077e-7,0.0003397793,7.542796e-8,0.0004185886,0.5133051,0.0009405902,0.473857],"study_design_scores_gemma":[0.0004613682,0.0003705131,0.03957561,0.00001293958,0.0000187468,0.002422745,0.006991203,0.000003213129,0.00003633316,0.8862513,0.06367877,0.0001772382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9319397,0.006496159,0.01780851,0.00564491,0.0005831542,0.0001214495,8.725277e-8,0.00007781829,0.03732828],"genre_scores_gemma":[0.9523482,0.00008754709,0.002476148,0.0002963452,0.0003022649,0.00002444423,6.093076e-7,0.00001785578,0.04444653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4736797,"threshold_uncertainty_score":0.9996852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01209496511555133,"score_gpt":0.3412138335183457,"score_spread":0.3291188684027944,"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."}}