{"id":"W1966922244","doi":"10.1145/1376616.1376751","title":"DiMaC","year":2008,"lang":"en","type":"article","venue":"","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Missing data; Computer science; Data mining; Information retrieval; Machine learning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001897745,0.001922808,0.001759817,0.00295701,0.002073021,0.005242983,0.00364182,0.002784907,0.1522444],"category_scores_gemma":[0.004670265,0.0008402446,0.001504769,0.002355053,0.0007687755,0.003193358,0.004273633,0.002381089,0.1299669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001220505,"about_ca_system_score_gemma":0.002032107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004438337,"about_ca_topic_score_gemma":0.007100411,"domain_scores_codex":[0.9980146,0.0002945342,0.00008730209,0.0005995284,0.0007945994,0.0002093553],"domain_scores_gemma":[0.9982209,0.0001616993,0.00007106487,0.0007351371,0.0006528986,0.0001583368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006675584,0.0001398963,0.001872031,0.0004195646,0.0001510245,0.0002127623,0.0001167549,0.009031534,0.005566553,0.04864191,0.4315827,0.5015977],"study_design_scores_gemma":[0.0001416479,0.00008402436,0.001419616,0.0001229203,0.00005341596,0.0005821077,0.0001588296,0.1206345,0.01336524,0.05700084,0.8063271,0.0001097417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.008331456,0.004959492,0.7144677,0.002866973,0.004696287,0.0004212576,0.023513,0.07468963,0.1660542],"genre_scores_gemma":[0.1289732,0.002909964,0.5397557,0.003929801,0.001733759,0.0008419093,0.09216531,0.01404582,0.2156446],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1522444,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02613503910547162,"score_gpt":0.2298764421736518,"score_spread":0.2037414030681802,"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."}}