{"id":"W2237070399","doi":"","title":"Technology, Progress, and Educational Standards","year":2011,"lang":"en","type":"article","venue":"","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Engineering ethics; Computer science; Political science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003382161,0.0002932249,0.0002327969,0.001758819,0.002614287,0.007372708,0.0005565016,0.002278684,0.006685975],"category_scores_gemma":[0.005570757,0.0002022065,0.0001823525,0.0009483104,0.02511954,0.01060496,0.003398756,0.004070899,0.001433086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002950827,"about_ca_system_score_gemma":0.002751381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01043509,"about_ca_topic_score_gemma":0.007985331,"domain_scores_codex":[0.9969357,0.001072323,0.0002612089,0.000474045,0.0009171216,0.0003395715],"domain_scores_gemma":[0.9963805,0.001812842,0.0003834238,0.0003696345,0.0006029844,0.0004505503],"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":[0.000007440487,0.00001981687,0.0006876197,0.00002925924,0.000002421177,0.00002440699,0.003837346,0.0001753269,0.00006046447,0.9709194,0.007848497,0.01638793],"study_design_scores_gemma":[0.0000176648,0.00009140508,0.006732847,0.0002545617,0.000006745905,0.0002434137,0.004433871,0.0003146726,0.0003719093,0.4676915,0.5198047,0.00003664055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01649892,0.008824489,0.008769179,0.05843757,0.0007590583,0.0000575125,0.00009262235,0.0001104547,0.9064502],"genre_scores_gemma":[0.8534288,0.008597342,0.008444889,0.007493561,0.000715558,0.00009754793,0.0001268584,0.00006700734,0.1210285],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01043509,"threshold_uncertainty_score":0.02236682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02590020035009256,"score_gpt":0.3601717756097188,"score_spread":0.3342715752596263,"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."}}