{"id":"W2606741635","doi":"10.71781/9718","title":"Domain specific web search","year":2004,"lang":"en","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Information retrieval; World Wide Web; Domain (mathematical analysis); Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009120435,0.0003475939,0.0004287053,0.002167616,0.0005992231,0.001252738,0.0004640752,0.0006708624,0.03317447],"category_scores_gemma":[0.008759305,0.0002352242,0.0003867209,0.002190387,0.000182668,0.001802024,0.0006617918,0.0005001063,0.01423189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005835245,"about_ca_system_score_gemma":0.0007431351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01035405,"about_ca_topic_score_gemma":0.0186252,"domain_scores_codex":[0.9992168,0.0002089983,0.00005037628,0.0001232406,0.0002771497,0.0001233797],"domain_scores_gemma":[0.9953706,0.002266627,0.0002945371,0.0009594927,0.0007339279,0.0003749302],"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":[0.001880605,0.004073787,0.1988039,0.002007606,0.0005439062,0.0005877952,0.002885821,0.004055684,0.02823955,0.01408886,0.2226153,0.5202172],"study_design_scores_gemma":[0.0002980806,0.001629955,0.5672446,0.0003636517,0.0007743193,0.003321608,0.003439839,0.07124063,0.04703941,0.0110573,0.2932954,0.0002952416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7942848,0.002817769,0.009506085,0.001226383,0.0001224094,0.0007104169,0.03207398,0.004573193,0.154685],"genre_scores_gemma":[0.8880354,0.0008326033,0.00574036,0.0003700757,0.00005168356,0.0001296043,0.02326664,0.0003375532,0.08123607],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03317447,"threshold_uncertainty_score":0.1109797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008245648182507186,"score_gpt":0.1904858169682933,"score_spread":0.1822401687857861,"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."}}