{"id":"W2605893001","doi":"10.1007/978-3-319-57351-9_24","title":"Design and Implementation of a Smart Quotation System","year":2017,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Text and Document Classification Technologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Context (archaeology); Process (computing); Order (exchange); Software engineering; Software; Operations research; Industrial engineering; Database; Operating system","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":[0.002143691,0.0006598586,0.001008707,0.00124145,0.0009432075,0.002824133,0.003353968,0.001402627,0.02976345],"category_scores_gemma":[0.005797335,0.0008817465,0.0005198858,0.0009190054,0.0009333565,0.002560551,0.002179025,0.0009631279,0.0118015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007926667,"about_ca_system_score_gemma":0.001816767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482619,"about_ca_topic_score_gemma":0.001433873,"domain_scores_codex":[0.9977353,0.0004159482,0.0002812166,0.0005287157,0.0008541766,0.0001846717],"domain_scores_gemma":[0.9963384,0.001162708,0.0002568403,0.0008176574,0.001041975,0.0003825557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002400802,0.0009980461,0.004904801,0.001547541,0.0002152663,0.001164317,0.002561291,0.007992643,0.2138633,0.03854477,0.03698217,0.6888251],"study_design_scores_gemma":[0.0007983218,0.001385639,0.005127268,0.0002456759,0.0003066573,0.001281841,0.0009411761,0.3738348,0.3408993,0.01660027,0.2582678,0.000311277],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02223563,0.0001978579,0.9098867,0.0004390543,0.0003222859,0.001283663,0.0003992478,0.05631901,0.008916524],"genre_scores_gemma":[0.1990323,0.0001482355,0.7670031,0.0006463027,0.000115287,0.001221296,0.001110586,0.002825411,0.02789764],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02976345,"threshold_uncertainty_score":0.09956867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868893627742745,"score_gpt":0.2842081918926632,"score_spread":0.2555192556152358,"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."}}