{"id":"W2083310423","doi":"10.1145/1723028.1723072","title":"Accelerate your educational tutorials development with Technology Explorer for IBM DB2","year":2009,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"IBM; Ajax; Computer science; Open source; World Wide Web; Multimedia; Operating system; Web application; Software","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":[0.00005407436,0.0001461634,0.0001258074,0.0001275359,0.00005182644,0.00002802506,0.0001207015,0.00007008729,0.0001170685],"category_scores_gemma":[0.00001618363,0.0001305891,0.00001687652,0.0001498157,0.00001065153,0.0001054828,0.000009849168,0.00008961641,0.00004370443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001302937,"about_ca_system_score_gemma":0.00003565346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.85936e-7,"about_ca_topic_score_gemma":5.455549e-7,"domain_scores_codex":[0.9993591,0.000002103949,0.0001606935,0.000145264,0.00009161999,0.0002411888],"domain_scores_gemma":[0.9997588,0.0000221811,0.00001478276,0.0001228283,0.00003655877,0.00004479441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000657051,0.0002298231,0.001437601,0.0001210929,0.0002939827,0.000005744965,0.003279288,0.3499084,0.5313309,0.07106221,0.01289442,0.02937078],"study_design_scores_gemma":[0.0010095,0.0002068202,0.003203616,0.00007971968,0.00001255801,0.00002354889,0.0004874627,0.006422915,0.7806617,0.001007221,0.2060993,0.0007856216],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8086315,0.0006468795,0.1639719,0.00158353,0.00215266,0.000908636,0.000002852965,0.002835865,0.01926616],"genre_scores_gemma":[0.8286894,0.000003947936,0.1700275,0.00004520519,0.0002028799,0.0001767691,0.00001417083,0.00003348092,0.0008066148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3434855,"threshold_uncertainty_score":0.5325269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720956420079805,"score_gpt":0.2530699284938801,"score_spread":0.235860364293082,"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."}}