{"id":"W4255043198","doi":"10.1007/978-1-4614-6170-8_100226","title":"Group Recommendations","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":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004739382,0.0009462865,0.00107047,0.003761783,0.002373435,0.006671686,0.002729438,0.01059301,0.6002239],"category_scores_gemma":[0.01949131,0.0005126289,0.001319522,0.002528771,0.0008842179,0.004894292,0.00346786,0.004659164,0.5701973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002546098,"about_ca_system_score_gemma":0.009297531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0084476,"about_ca_topic_score_gemma":0.02566762,"domain_scores_codex":[0.995554,0.0005939491,0.0002005088,0.0004304837,0.002598963,0.0006220366],"domain_scores_gemma":[0.9845735,0.001221779,0.0004558653,0.001392022,0.009496856,0.002859918],"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":[0.000007195667,0.00001242433,0.00003064331,0.00002953317,8.415752e-7,0.000009234345,0.0000111207,0.00001215525,0.000041034,0.0007596849,0.9855561,0.01352988],"study_design_scores_gemma":[0.000007605653,0.000007950044,0.000131663,0.00008547984,0.000002509102,0.00001251133,0.00005857266,0.00002257664,0.0000474859,0.001256984,0.9983615,0.000005202467],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004862,0.002174033,0.003301594,0.09563394,0.05586445,0.0009985048,0.006294582,0.001854955,0.8333918],"genre_scores_gemma":[0.0006307114,0.0006956618,0.001322343,0.01615512,0.003605547,0.0003061958,0.002000263,0.0003645892,0.9749195],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6002239,"threshold_uncertainty_score":0.570232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380575664970554,"score_gpt":0.2500811091853788,"score_spread":0.2120235426883234,"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."}}