{"id":"W3194517965","doi":"10.1145/3479538","title":"Curiosity Notebook: The Design of a Research Platform for Learning by Teaching","year":2021,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"AI in Service Interactions","field":"Computer Science","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University of Edmonton; University of Waterloo","funders":"","keywords":"Curiosity; TUTOR; Computer science; Field (mathematics); Set (abstract data type); Mathematics education; Experiential learning; Human–computer interaction; Psychology","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":[0.00370897,0.0008743773,0.0003938466,0.0009747949,0.0009323814,0.003079324,0.00273587,0.00133877,0.005968369],"category_scores_gemma":[0.008340723,0.00067392,0.0006154942,0.0004022223,0.001602163,0.003921035,0.003015222,0.001578811,0.002235406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007547573,"about_ca_system_score_gemma":0.002250754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006331279,"about_ca_topic_score_gemma":0.001072651,"domain_scores_codex":[0.9982193,0.0007402188,0.0001112829,0.0003988804,0.0003713995,0.0001588718],"domain_scores_gemma":[0.993264,0.002543472,0.0004211112,0.001702958,0.0007587887,0.0013098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001422314,0.001440551,0.009596064,0.002730179,0.0001645292,0.002550283,0.02847797,0.01804917,0.2022748,0.1064862,0.03114572,0.5956622],"study_design_scores_gemma":[0.00051301,0.002599993,0.007848693,0.0006760865,0.0002040978,0.002477963,0.004506801,0.04168626,0.08486619,0.02591129,0.828337,0.0003726405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07444696,0.0003007387,0.8951166,0.001273999,0.0004001643,0.002160984,0.0003251643,0.009522869,0.01645263],"genre_scores_gemma":[0.125983,0.000259167,0.8540069,0.0003188019,0.00006756844,0.002504266,0.0004250375,0.0011603,0.01527501],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005968369,"threshold_uncertainty_score":0.01996619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1637318166799974,"score_gpt":0.4101923123075898,"score_spread":0.2464604956275924,"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."}}