{"id":"W2091855347","doi":"10.5539/cis.v7n4p123","title":"Ontology Based Data Mining Approach on Web Documents","year":2014,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Ontology; Information retrieval; Web mining; The Internet; World Wide Web; Data Web; Data mining; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025168,0.0004369134,0.0007900383,0.006296629,0.001418701,0.002738738,0.001088881,0.0007139756,0.001127449],"category_scores_gemma":[0.003199229,0.0002170335,0.001444371,0.006355691,0.000602934,0.002167232,0.0009856771,0.0009960913,0.0005403936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001347733,"about_ca_system_score_gemma":0.002658244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007342746,"about_ca_topic_score_gemma":0.008985581,"domain_scores_codex":[0.9981008,0.0002662325,0.0002969036,0.0002937024,0.0009483664,0.00009396751],"domain_scores_gemma":[0.9988626,0.0004461556,0.0001354189,0.0001121901,0.0003792099,0.00006445463],"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":[0.000269751,0.0008337428,0.01287353,0.001355894,0.0002930676,0.001728818,0.002099208,0.02733392,0.02536697,0.04989486,0.01062134,0.8673289],"study_design_scores_gemma":[0.0001004694,0.0002593667,0.01715234,0.000647439,0.0003857597,0.002871852,0.00443804,0.6448218,0.06226822,0.09350768,0.1733624,0.0001846541],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1068602,0.002338383,0.8676284,0.001800247,0.0001765287,0.001399068,0.004860603,0.002300062,0.01263653],"genre_scores_gemma":[0.2066896,0.002070775,0.7802024,0.0002240147,0.00006211446,0.0006375974,0.005742642,0.00007842948,0.004292447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007342746,"threshold_uncertainty_score":0.01460004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02619256338547216,"score_gpt":0.2971963681470349,"score_spread":0.2710038047615627,"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."}}