{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341022,0.00008557616,0.0001177827,0.0004754874,0.0002807068,0.0004300235,0.0002368712,0.00007079693,0.00001554653],"category_scores_gemma":[0.000813091,0.00007728004,0.0000170219,0.001117182,0.0000981441,0.007555111,0.0001229752,0.0002589736,0.00008254765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001428377,"about_ca_system_score_gemma":0.00004318831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002136681,"about_ca_topic_score_gemma":0.00001140085,"domain_scores_codex":[0.9989877,0.000008483248,0.000532547,0.00009333272,0.0002264001,0.0001515478],"domain_scores_gemma":[0.9981791,0.0002803369,0.000898087,0.000162054,0.0004717477,0.000008616521],"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":[0.0001559686,0.000043156,0.001036904,0.00004256599,0.00002080648,0.00001438361,0.000106169,0.01009777,0.00001468752,0.02285569,0.007001909,0.95861],"study_design_scores_gemma":[0.00007959385,0.00006923281,0.0004341732,0.0002008293,0.0001093578,0.00006154991,0.005724224,0.9377424,0.00006714148,0.0099942,0.04536034,0.0001569223],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1802077,0.00004922779,0.7348344,0.07410692,0.002928719,0.0003524958,0.000005359288,0.0003175937,0.007197629],"genre_scores_gemma":[0.8962601,0.00002651831,0.09089303,0.01071675,0.002023537,0.000002457488,0.00005897703,0.00001441953,0.000004216137],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9584531,"threshold_uncertainty_score":0.5477273,"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."}}