{"id":"W2953983168","doi":"10.22260/isarc2019/0058","title":"A Chatbot System for Construction Daily Report Information Management","year":2019,"lang":"en","type":"article","venue":"Proceedings of the ... ISARC","topic":"BIM and Construction Integration","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Chatbot; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002906434,0.001072521,0.0008675808,0.002171659,0.0009256812,0.001454915,0.002142515,0.001180844,0.01914257],"category_scores_gemma":[0.004621893,0.0005067434,0.000455802,0.000897215,0.0004517195,0.00188056,0.002362431,0.000961976,0.006637481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005319073,"about_ca_system_score_gemma":0.00100398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724574,"about_ca_topic_score_gemma":0.001046975,"domain_scores_codex":[0.9982192,0.0005880813,0.0001669478,0.0003559641,0.0005212526,0.0001485833],"domain_scores_gemma":[0.9958767,0.001898425,0.0002269419,0.0005143372,0.0008354458,0.0006481599],"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":[0.003104237,0.001814348,0.005974659,0.001595887,0.0001879165,0.003025431,0.005819635,0.004193705,0.1196885,0.006616433,0.1690451,0.6789341],"study_design_scores_gemma":[0.001242466,0.002918798,0.02828127,0.0007740939,0.000415748,0.00366603,0.00256454,0.3515938,0.1092212,0.007700894,0.4908069,0.0008143363],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07421581,0.001116958,0.620178,0.00060235,0.0005522559,0.002733626,0.002642387,0.2788859,0.01907268],"genre_scores_gemma":[0.5081406,0.0007688907,0.4132507,0.000711243,0.0005500705,0.004062001,0.01246828,0.006081933,0.05396627],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01914257,"threshold_uncertainty_score":0.06403828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004110527566773909,"score_gpt":0.1739980555684486,"score_spread":0.1698875280016746,"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."}}