{"id":"W4235834632","doi":"10.1007/978-1-4614-6170-8_100920","title":"Relevance Ranking","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Relevance (law); Ranking (information retrieval); Computer science; Information retrieval; Political 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":[0.0009778226,0.001180278,0.0008821532,0.003051153,0.0007826579,0.002748524,0.001195268,0.0008550663,0.06697398],"category_scores_gemma":[0.004119525,0.0004104497,0.0006840462,0.003016016,0.0004925693,0.0031509,0.001328022,0.001362955,0.0502868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009526091,"about_ca_system_score_gemma":0.001030691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129025,"about_ca_topic_score_gemma":0.003019304,"domain_scores_codex":[0.9987518,0.0001942398,0.00006338578,0.0002683566,0.0006610634,0.00006131749],"domain_scores_gemma":[0.9991335,0.0002608174,0.00002431587,0.0002003383,0.0003341321,0.00004691614],"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":[0.00003249439,0.00004617728,0.0001041094,0.0002284129,0.00001776502,0.00003164533,0.0000358064,0.001242045,0.0023167,0.0264493,0.2471292,0.7223664],"study_design_scores_gemma":[0.00001942401,0.00005942437,0.0009266353,0.0001939294,0.00004317364,0.0006803354,0.00007634687,0.02051643,0.005842594,0.1385928,0.8329816,0.00006718999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004747137,0.02165245,0.5655745,0.003069863,0.003015779,0.0003896424,0.002787424,0.008797314,0.3899659],"genre_scores_gemma":[0.06589635,0.0132878,0.2983165,0.001126033,0.00239251,0.0002281689,0.008716359,0.002261251,0.607775],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.06697398,"threshold_uncertainty_score":0.2240503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02569123947575072,"score_gpt":0.2283839593374744,"score_spread":0.2026927198617237,"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."}}