{"id":"W4312992626","doi":"10.1007/978-981-19-8234-7_33","title":"ITCareerBot: A Personalized Career Counselling Chatbot","year":2022,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"AI in Service Interactions","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Chatbot; Computer science; World Wide Web","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":[0.0004846024,0.0006393258,0.0003536853,0.001068467,0.001326087,0.001435799,0.001158775,0.0018387,0.1242374],"category_scores_gemma":[0.001178884,0.0002890371,0.0002362464,0.0008140338,0.0002400326,0.001719489,0.001641772,0.00115088,0.04077635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004215036,"about_ca_system_score_gemma":0.0006112579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044361,"about_ca_topic_score_gemma":0.003155998,"domain_scores_codex":[0.9997171,0.00009143801,0.000009080047,0.00003342971,0.0001042789,0.00004470213],"domain_scores_gemma":[0.9993247,0.0003641027,0.00002172523,0.00004325765,0.00007595966,0.0001702785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000225152,0.0004071509,0.0006413727,0.0004188272,0.00001285359,0.0003269803,0.001590851,0.0009920037,0.007337742,0.01395088,0.4699993,0.5040969],"study_design_scores_gemma":[0.00004685447,0.0001635656,0.002236173,0.0002090208,0.00001885176,0.001157765,0.0009533978,0.008130347,0.004193442,0.007369445,0.9754665,0.00005460391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.03404967,0.005776223,0.1790968,0.00379068,0.002568147,0.000520908,0.00311737,0.03524214,0.7358381],"genre_scores_gemma":[0.06794203,0.001317055,0.04317139,0.001645951,0.0003344231,0.0003667788,0.002897332,0.002354625,0.8799704],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1242374,"threshold_uncertainty_score":0.4156155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05699028172449259,"score_gpt":0.2937278657567349,"score_spread":0.2367375840322423,"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."}}