{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science"],"consensus_categories":[],"category_scores_codex":[0.001189252,0.0002783543,0.000293676,0.001192876,0.001064478,0.0009033913,0.006070275,0.0001112586,0.0001781764],"category_scores_gemma":[0.00002467364,0.0003083136,0.00008235259,0.0006577767,0.0007691199,0.01043458,0.003036437,0.0008634743,0.0001177866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000388847,"about_ca_system_score_gemma":0.000425759,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004676549,"about_ca_topic_score_gemma":0.00002441522,"domain_scores_codex":[0.9975656,0.00004866042,0.0007675326,0.0004020664,0.00090406,0.0003120895],"domain_scores_gemma":[0.9956235,0.0003513863,0.0004381153,0.002877455,0.000577138,0.0001324034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001862615,0.00001328496,0.00001141627,0.00001916859,0.000008405651,9.736983e-7,0.006704037,0.0006044323,0.000002075899,0.9403348,0.0003764463,0.05192307],"study_design_scores_gemma":[0.0001841721,0.00003658846,0.00006297236,0.00009369951,0.00000596484,0.00005757021,0.00007107152,0.3165227,0.000002336651,0.007331388,0.6753258,0.0003058545],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00003399223,0.00131662,0.575734,0.004179355,0.001156184,0.0006056126,0.00004184022,0.0002674786,0.4166649],"genre_scores_gemma":[0.05014171,0.04672776,0.8567283,0.02154987,0.0003788272,0.0006859193,0.0006484821,0.0001203593,0.02301877],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9330034,"threshold_uncertainty_score":0.9999369,"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."}}