{"id":"W1577869871","doi":"10.1007/978-3-642-04346-8_5","title":"wikiSearch – From Access to Use","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Diverse Research and Applications","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science","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":[0.0009971965,0.0008233473,0.0007490291,0.002729757,0.001230165,0.008385662,0.001591038,0.001393676,0.05338808],"category_scores_gemma":[0.004052171,0.0009107938,0.0006881462,0.003519851,0.001300393,0.025268,0.008667308,0.002695637,0.0441046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472688,"about_ca_system_score_gemma":0.001737867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003326944,"about_ca_topic_score_gemma":0.005615868,"domain_scores_codex":[0.9989643,0.0001264513,0.00008625449,0.0001280181,0.0005816438,0.0001134082],"domain_scores_gemma":[0.9978989,0.0004085964,0.00005416899,0.001011471,0.0003603249,0.0002665604],"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":[0.0000964034,0.00006158524,0.0003773097,0.0005809463,0.00002151356,0.0001387792,0.00179694,0.0004995434,0.00358131,0.1134729,0.4101439,0.4692287],"study_design_scores_gemma":[0.000004369798,0.000006464885,0.0001618963,0.0001095587,0.000004547539,0.0001344085,0.0001672467,0.0002621815,0.0008468309,0.01368357,0.9846053,0.00001357463],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01030988,0.006813871,0.1576639,0.005451665,0.003064362,0.0001436822,0.007653548,0.0494923,0.7594068],"genre_scores_gemma":[0.04100053,0.009502623,0.05976126,0.001412569,0.0008863946,0.0002169824,0.0218985,0.03612612,0.829195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05338808,"threshold_uncertainty_score":0.1786009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06337111549590503,"score_gpt":0.3290790664701675,"score_spread":0.2657079509742625,"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."}}