{"id":"W1855173130","doi":"10.1007/11774303_24","title":"SPRITS: Secure Pedagogical Resources in Intelligent Tutoring Systems","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Multimedia; Human–computer interaction; Software 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":[0.001622623,0.0009871518,0.0008953336,0.0008297956,0.0008804871,0.003657656,0.002137579,0.001447909,0.01129162],"category_scores_gemma":[0.005426603,0.0007809369,0.0005535028,0.0009377921,0.001899963,0.007412663,0.005504362,0.002362281,0.006654946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006083022,"about_ca_system_score_gemma":0.0007373538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008881929,"about_ca_topic_score_gemma":0.0007776509,"domain_scores_codex":[0.9977545,0.0005690975,0.0001831385,0.0002490144,0.0009742032,0.0002699811],"domain_scores_gemma":[0.9971095,0.001068522,0.0001568093,0.001236135,0.0002770876,0.0001520865],"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":[0.001538395,0.0003119658,0.000857738,0.0006970362,0.00008524166,0.0005692365,0.00117612,0.02944452,0.01729191,0.2892327,0.04712433,0.6116707],"study_design_scores_gemma":[0.0003318768,0.000404036,0.0008559302,0.0002980341,0.0001725146,0.001043631,0.000470716,0.2985292,0.1014454,0.3558053,0.2405355,0.0001078299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01685255,0.001208136,0.9367251,0.0006222495,0.0002471392,0.0001969785,0.0003060476,0.02624387,0.01759788],"genre_scores_gemma":[0.596491,0.002751962,0.3147018,0.0006596047,0.0003436785,0.0006924363,0.002361505,0.004946349,0.07705184],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01129162,"threshold_uncertainty_score":0.03777426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04158751686636801,"score_gpt":0.2731778343150875,"score_spread":0.2315903174487194,"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."}}