{"id":"W4386802610","doi":"10.23977/jaip.2023.060502","title":"Network Information Platform Construction Based on Computer Data Mining and Processing","year":2023,"lang":"en","type":"article","venue":"Journal of Artificial Intelligence Practice","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data processing; Data mining; Information processing; Database","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":[0.000929377,0.0005947971,0.000494459,0.002762194,0.00126796,0.002821828,0.001077854,0.0005126309,0.002181858],"category_scores_gemma":[0.002186965,0.0003522028,0.0007821259,0.002681511,0.0008326616,0.00390243,0.002254232,0.000792757,0.0006094365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009646735,"about_ca_system_score_gemma":0.00372511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878766,"about_ca_topic_score_gemma":0.003010713,"domain_scores_codex":[0.9988229,0.0001350969,0.00009965524,0.0002398763,0.0005673335,0.0001350961],"domain_scores_gemma":[0.999203,0.000159667,0.0000922868,0.0001843132,0.0002841032,0.00007665202],"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":[0.0002779614,0.0002355739,0.01638908,0.0005207842,0.0000838975,0.001144519,0.0009867256,0.07370888,0.03372292,0.1571932,0.01372351,0.702013],"study_design_scores_gemma":[0.00007282248,0.0002635692,0.008462123,0.0001976464,0.0001527971,0.001217264,0.0009562558,0.7136496,0.06084506,0.1188868,0.09509072,0.0002053172],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06658388,0.0006786839,0.9089632,0.0008707843,0.0002062696,0.0006022705,0.0004156193,0.001779902,0.0198993],"genre_scores_gemma":[0.5174327,0.001343521,0.4697847,0.000176197,0.0001144452,0.0003809192,0.001725475,0.0001631842,0.008878882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004878766,"threshold_uncertainty_score":0.009700716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065505287890392,"score_gpt":0.3255065877289368,"score_spread":0.2189560589398975,"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."}}