{"id":"W2723774362","doi":"","title":"nAble Adaptive Scaffolding Agent - Intelligent Support for Novices.","year":2008,"lang":"en","type":"article","venue":"Web Intelligence/IAT Workshops","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Computer science; Sandbox (software development); Scaffold; Human–computer interaction; Task (project management); Multimedia; Artificial intelligence; Software engineering; Programming language; 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":[0.0007834284,0.0005414844,0.0002282238,0.000330428,0.000385788,0.0009517205,0.001133914,0.0006719102,0.006736593],"category_scores_gemma":[0.006480617,0.0001552462,0.0002315102,0.0001181427,0.0003436417,0.001384996,0.00182391,0.0006191307,0.002675223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000230561,"about_ca_system_score_gemma":0.0007342891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008110838,"about_ca_topic_score_gemma":0.002258059,"domain_scores_codex":[0.9995956,0.0001379675,0.00002448411,0.00006811073,0.0001411591,0.00003276802],"domain_scores_gemma":[0.9981902,0.0008275878,0.0001505475,0.0002872451,0.0002543525,0.0002900471],"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":[0.0007519556,0.001419627,0.008834978,0.001155027,0.00009663162,0.0009717734,0.005638048,0.01420978,0.05796075,0.04352453,0.04002433,0.8254126],"study_design_scores_gemma":[0.0004331371,0.001515238,0.009036777,0.0005330549,0.0001688055,0.002367296,0.001954432,0.1713877,0.04268593,0.07756121,0.6921305,0.0002257844],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1362149,0.000848041,0.7805741,0.00114603,0.0002443325,0.0007007019,0.0004586423,0.01475959,0.06505365],"genre_scores_gemma":[0.4253413,0.0005580533,0.5349394,0.0004370986,0.00004974432,0.0005629045,0.0009363048,0.000345842,0.0368294],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006736593,"threshold_uncertainty_score":0.02253622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05681868417152516,"score_gpt":0.2743742805309917,"score_spread":0.2175555963594666,"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."}}