{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002734768,0.0003506447,0.0003007105,0.000526718,0.00500356,0.0002340677,0.001251795,0.0003842287,0.00006972729],"category_scores_gemma":[0.000006386823,0.00037586,0.0002846364,0.0006368424,0.0001224794,0.0008809874,0.0002509195,0.0006101296,0.0004384666],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005738439,"about_ca_system_score_gemma":0.003864659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697766,"about_ca_topic_score_gemma":0.0007657281,"domain_scores_codex":[0.9971682,0.00008768211,0.0003853636,0.0005438401,0.001289257,0.0005256669],"domain_scores_gemma":[0.9984038,0.0000429479,0.0002044775,0.0005967914,0.0003954152,0.0003565369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000580548,0.0003388592,0.0008432965,0.0002531628,0.0001844068,0.005175628,0.06989151,0.001134933,0.02296168,0.8755953,0.0024745,0.0205662],"study_design_scores_gemma":[0.003705794,0.0003535422,0.03764242,0.0005369472,0.00009592446,0.00176325,0.02854697,0.001595845,0.04420702,0.003474649,0.8760329,0.002044697],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7530753,0.008098699,0.01507711,0.000717059,0.003217691,0.0009411821,0.00007908797,0.0005923369,0.2182015],"genre_scores_gemma":[0.6837271,0.0017509,0.02767464,0.0003161163,0.0005823537,0.00007225094,0.001586442,0.00008257339,0.2842076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8735585,"threshold_uncertainty_score":0.9998693,"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."}}