{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003087041,0.001152416,0.0004260324,0.0008056582,0.0006008398,0.002820595,0.00153157,0.0008949489,0.05469891],"category_scores_gemma":[0.006875482,0.0005065645,0.0007760197,0.0004448557,0.000230922,0.003080025,0.002730537,0.001817266,0.02197574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003904877,"about_ca_system_score_gemma":0.0007525567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003798704,"about_ca_topic_score_gemma":0.001089756,"domain_scores_codex":[0.9988047,0.0003136304,0.00005900139,0.0001777201,0.0004257798,0.0002191097],"domain_scores_gemma":[0.9961003,0.001317257,0.0001814086,0.0004853454,0.0006352673,0.001280403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008709671,0.002196604,0.003796101,0.0008121132,0.00004732668,0.001024739,0.004301548,0.002455084,0.06788496,0.01198782,0.3313698,0.573253],"study_design_scores_gemma":[0.0003497767,0.001731563,0.006837016,0.0002307265,0.00005099559,0.001113147,0.001264542,0.007637524,0.02962597,0.007835579,0.943184,0.0001390112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1345281,0.001264794,0.5336553,0.01047141,0.003271684,0.002305845,0.00264308,0.07912867,0.2327312],"genre_scores_gemma":[0.1785195,0.001520352,0.5855471,0.001980654,0.0007273153,0.001455681,0.003624605,0.009222079,0.2174027],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05469891,"threshold_uncertainty_score":0.1829861,"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."}}