{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001533008,0.0001839982,0.0002373851,0.002061391,0.00007516869,0.00003492003,0.0008775537,0.0002076348,0.00009699493],"category_scores_gemma":[0.0002240562,0.0001945174,0.00001743009,0.002152272,0.0004253732,0.0006499893,0.0001231669,0.0004632611,0.00004317937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001311451,"about_ca_system_score_gemma":0.0009193029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003750233,"about_ca_topic_score_gemma":0.001945072,"domain_scores_codex":[0.9985086,0.00004649473,0.0004295848,0.0005193979,0.0002278712,0.0002680511],"domain_scores_gemma":[0.9983829,0.0002624028,0.000239386,0.0006464411,0.0003552965,0.0001135413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000003274178,0.000236521,0.02538256,0.00001085622,0.000004621798,4.848283e-7,0.0009385084,0.000003141365,0.003097614,0.9510697,0.0002611804,0.01899161],"study_design_scores_gemma":[0.0001797872,0.00007745436,0.02546019,0.0001414016,0.000004408453,0.00001796927,0.0002096581,0.001560406,0.00912456,0.9626356,0.0004020519,0.000186476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2265942,0.0003977228,0.001563235,0.7688033,0.001351841,0.0002674589,0.00000629769,0.0001804174,0.000835514],"genre_scores_gemma":[0.9766157,0.00008953448,0.02210145,0.0004629506,0.0002199043,0.0002742523,0.00002907506,0.00001004858,0.0001970313],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7683403,"threshold_uncertainty_score":0.7932189,"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."}}