{"id":"W2255482883","doi":"10.1145/2687917.2686761","title":"The Significance of Educational Technology History and Research","year":2014,"lang":"en","type":"article","venue":"eLearn","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"History of technology; Engineering ethics; History; Engineering; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001440948,0.00001826816,0.00003545787,0.00005068678,0.0003405644,0.000007350138,0.0001288067,0.00003917746,0.0001159381],"category_scores_gemma":[0.00149946,0.0000140165,0.000007492603,0.0001454046,0.0007409335,0.00002654162,0.00002213386,0.0001839857,0.00002390939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004658437,"about_ca_system_score_gemma":0.0003882042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001964145,"about_ca_topic_score_gemma":0.0004359108,"domain_scores_codex":[0.9993321,0.0002333473,0.00005348731,0.00007236245,0.0001752943,0.000133432],"domain_scores_gemma":[0.9991004,0.0006731573,0.00002743152,0.00007690927,0.000100186,0.00002184278],"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":[0.000003245102,0.00001486636,0.009605882,0.000003615246,0.000002524425,4.921362e-8,0.001129567,0.000001134378,0.0004794702,0.8019103,0.007966509,0.1788829],"study_design_scores_gemma":[0.00002385133,0.00002296293,0.001907889,0.000002998755,6.340762e-7,1.021006e-7,0.001874816,0.00001257838,0.00003277251,0.0203755,0.9757283,0.00001762123],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5868597,0.003294739,0.00002113142,0.1506739,0.0003044591,0.0001789907,3.308847e-7,0.00003314503,0.2586336],"genre_scores_gemma":[0.9723341,0.0001303387,0.0003594035,0.0000148203,0.0001940491,0.000006875545,2.123026e-7,0.000002530268,0.02695766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9677618,"threshold_uncertainty_score":0.273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243945281526808,"score_gpt":0.3691857631980691,"score_spread":0.336746310382801,"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."}}