{"id":"W4313045554","doi":"10.23977/acss.2022.060505","title":"Research on Design and Implementation of Intelligent Guide System","year":2022,"lang":"en","type":"article","venue":"Advances in Computer Signals and Systems","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Computer science; Key (lock); Value (mathematics); Engineering management; Systems engineering; Multimedia; Engineering; Computer security; Machine learning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005043441,0.0005198873,0.0005203141,0.000635893,0.0006968424,0.001644906,0.001522266,0.001060245,0.006427667],"category_scores_gemma":[0.001041421,0.0003715511,0.0005071512,0.0003492892,0.0003537045,0.001602883,0.0004722961,0.0005456858,0.001687233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006885107,"about_ca_system_score_gemma":0.001215541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004181952,"about_ca_topic_score_gemma":0.001923317,"domain_scores_codex":[0.9992588,0.0001264837,0.00005761856,0.0001852087,0.0002873141,0.00008453096],"domain_scores_gemma":[0.9996324,0.00004685887,0.0000237418,0.0000356824,0.0002374225,0.00002405169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004756748,0.0002670562,0.006383725,0.001270194,0.0001744571,0.0007705656,0.001080091,0.07284291,0.08688753,0.07258464,0.01420997,0.7430532],"study_design_scores_gemma":[0.000205007,0.001134537,0.005072891,0.0002562405,0.0003661654,0.001317544,0.0005981771,0.7092555,0.08473744,0.01294039,0.1839931,0.0001231566],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02432717,0.001876857,0.933188,0.0004899179,0.0002869994,0.000287984,0.00008947273,0.002860666,0.03659299],"genre_scores_gemma":[0.6881884,0.002575818,0.2697504,0.0003397495,0.0001317439,0.0005432051,0.0003502586,0.0001698374,0.03795058],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006427667,"threshold_uncertainty_score":0.02150273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07612361126357059,"score_gpt":0.3694600929175029,"score_spread":0.2933364816539323,"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."}}