{"id":"W3192235737","doi":"","title":"Article Semanticizer - stitching data mining services into a standalone search appliance","year":2014,"lang":"en","type":"article","venue":"","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"World Wide Web; Computer science; Encyclopedia; Scalability; Vernacular; Information retrieval; Database; Library science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001827691,0.001263948,0.0008603919,0.003432461,0.0008298489,0.002622858,0.001571539,0.001097096,0.04822662],"category_scores_gemma":[0.005655048,0.0006683956,0.001232452,0.003984796,0.0006198127,0.006262649,0.003676711,0.001146465,0.02978176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009159593,"about_ca_system_score_gemma":0.0012689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002050987,"about_ca_topic_score_gemma":0.004424293,"domain_scores_codex":[0.9987181,0.0001521913,0.0001470216,0.0002691159,0.0006335382,0.00008006745],"domain_scores_gemma":[0.9980108,0.0006896,0.00008615541,0.0007264204,0.0003588515,0.0001282014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007621763,0.0002205584,0.003106696,0.001031161,0.0001705254,0.00069187,0.0009334101,0.002078244,0.02348318,0.03657334,0.4735281,0.4574208],"study_design_scores_gemma":[0.000111812,0.00009672813,0.002216121,0.0001576233,0.000067741,0.0009609394,0.0003935294,0.05681863,0.04327225,0.03854159,0.8572581,0.0001048027],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0108399,0.0006396699,0.4699721,0.0016423,0.0005209198,0.0005912547,0.03133803,0.4482219,0.03623393],"genre_scores_gemma":[0.1032671,0.001050336,0.6806983,0.001641331,0.000347963,0.0006720214,0.1042445,0.04805279,0.06002566],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04822662,"threshold_uncertainty_score":0.1613342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0425373581822235,"score_gpt":0.2936582870234873,"score_spread":0.2511209288412638,"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."}}