{"id":"W2350814520","doi":"","title":"Interactive Schoolwork Assignment and Evaluation System Based on Web Mining","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Bridge (graph theory); Process (computing); Complement (music); Web mining; Web application; World Wide Web; Multimedia; Human–computer interaction; Web page","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":[0.0002878952,0.0001184835,0.00009854283,0.0001581855,0.0002141887,0.0001204665,0.0003966829,0.00005917569,0.000004186142],"category_scores_gemma":[0.000001034869,0.0001163288,0.00002842658,0.0002925691,0.00002133891,0.0001590269,0.00005911397,0.0001299557,0.0000401687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002065355,"about_ca_system_score_gemma":0.0001284222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.723902e-7,"about_ca_topic_score_gemma":3.151623e-7,"domain_scores_codex":[0.9990056,0.00006107473,0.0001770641,0.000414411,0.0001974551,0.0001444361],"domain_scores_gemma":[0.9992543,0.0001158273,0.00009547807,0.0003742256,0.000102704,0.00005745545],"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":[0.000005204342,0.000439317,0.0005385446,0.00001419635,0.00002371065,0.000001146273,0.0002531863,0.002089395,0.003074136,0.1657641,0.003769501,0.8240276],"study_design_scores_gemma":[0.0008619835,0.0002219227,0.0250831,0.000199246,0.00003131188,0.00002696339,0.0002132098,0.9181862,0.00389163,0.00617397,0.04472454,0.000385858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.008407082,0.00006037062,0.9815015,0.006580312,0.00004061349,0.0006826748,0.000002117989,0.0002407794,0.002484509],"genre_scores_gemma":[0.7001426,0.000001150384,0.298723,0.0006886588,0.0000564711,0.0003587548,0.000008737803,0.000002976371,0.00001770529],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9160969,"threshold_uncertainty_score":0.4743749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01174943285409422,"score_gpt":0.297375974427196,"score_spread":0.2856265415731017,"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."}}