{"id":"W1816091716","doi":"","title":"Freudbot: An Investigation of Chatbot Technology in Distance Education","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"AI in Service Interactions","field":"Computer Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Chatbot; Distance education; Set (abstract data type); Psychology; Task (project management); Relation (database); Computer science; World Wide Web; Multimedia; Pedagogy; 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":[0.003687687,0.0004672018,0.0003639998,0.001370825,0.002278279,0.001640425,0.000984467,0.001205083,0.001420506],"category_scores_gemma":[0.0100518,0.0003789783,0.0002913148,0.0006245548,0.001509257,0.002043307,0.001539644,0.0008778555,0.0003312543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001785778,"about_ca_system_score_gemma":0.0009973908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003908781,"about_ca_topic_score_gemma":0.008434433,"domain_scores_codex":[0.9968015,0.002235114,0.00007927262,0.0002661414,0.0003808865,0.000237092],"domain_scores_gemma":[0.9920921,0.005974396,0.0003701166,0.0003609696,0.0006436575,0.0005586995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.002230207,0.008055679,0.06922433,0.001636399,0.0001068954,0.005414756,0.4290465,0.001526277,0.06203046,0.01370681,0.003237972,0.4037838],"study_design_scores_gemma":[0.000677063,0.03504635,0.3980494,0.001077239,0.0004182398,0.01216284,0.2801333,0.01880472,0.07675483,0.006499195,0.1698741,0.0005027869],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892692,0.0002315159,0.005352469,0.000138201,0.00001502785,0.0002249923,0.00002863586,0.00007937849,0.004660543],"genre_scores_gemma":[0.9858955,0.0002848587,0.008917445,0.0001509185,0.00001565522,0.0001807613,0.00005937196,0.00003741337,0.004458191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003908781,"threshold_uncertainty_score":0.01950252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02159420892107304,"score_gpt":0.2819214677004346,"score_spread":0.2603272587793615,"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."}}