{"id":"W4230845193","doi":"10.1007/978-1-4939-7131-2_100962","title":"Recommender Platform","year":2018,"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":"Computer science; Recommender system; Geography; World Wide Web","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":[0.0007425309,0.0009040094,0.0007401222,0.001048708,0.0009223467,0.00286641,0.001593219,0.001527666,0.1745861],"category_scores_gemma":[0.002349772,0.0005185592,0.0005658392,0.001373513,0.0001976483,0.003782233,0.001742016,0.00152907,0.1742247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602272,"about_ca_system_score_gemma":0.0008186935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034921,"about_ca_topic_score_gemma":0.006384003,"domain_scores_codex":[0.9994408,0.00007448194,0.00002207158,0.0001129065,0.0003099678,0.0000396564],"domain_scores_gemma":[0.9992763,0.0001131978,0.00001783604,0.0002742696,0.000219918,0.00009844689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008126208,0.0001158454,0.0002403609,0.0002076999,0.00002864016,0.0001147927,0.0001199775,0.000866099,0.003967599,0.04056915,0.5355379,0.4181506],"study_design_scores_gemma":[0.00001308863,0.00002792338,0.0002208899,0.00004439871,0.00001190443,0.0002017571,0.00004326756,0.004421693,0.001419823,0.009195092,0.9843769,0.00002332238],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005246933,0.003883657,0.2186756,0.002920699,0.002163775,0.000520771,0.004245301,0.02394199,0.7384013],"genre_scores_gemma":[0.01493641,0.002427244,0.05611493,0.0007105884,0.0005194003,0.0001588208,0.005183118,0.001963357,0.9179862],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1745861,"threshold_uncertainty_score":0.5840488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07476824833205034,"score_gpt":0.2599496937983852,"score_spread":0.1851814454663348,"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."}}