{"id":"W1901711369","doi":"10.3747/co.v0i0.331","title":"Final Reports: Reports From Breakout Rooms","year":2008,"lang":"en","type":"article","venue":"Current Oncology","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Breakout; Data science; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001735492,0.0001231824,0.0001991199,0.000070082,0.00008469404,0.000008152731,0.00004904118,0.0001134289,0.01340872],"category_scores_gemma":[0.00006163377,0.0001287525,0.00006609975,0.00006731808,0.00005775292,0.00009297306,0.00001972531,0.0002175284,0.001716316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002547579,"about_ca_system_score_gemma":0.00006912905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003005175,"about_ca_topic_score_gemma":0.00003038607,"domain_scores_codex":[0.9989387,0.0000448279,0.0004217313,0.0002282403,0.0001793984,0.0001871439],"domain_scores_gemma":[0.9994523,0.00003116335,0.00009579315,0.0002758527,0.0000539499,0.00009092174],"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":[0.00001163224,0.0002028317,0.02538474,0.00002773303,0.00003943071,0.001067695,0.00232082,0.005543274,0.002863394,0.000003640759,0.8720214,0.09051345],"study_design_scores_gemma":[0.0002163623,0.00004286932,0.09496256,0.00001560265,0.00001992554,0.0007148726,0.00003859747,0.004401964,0.0000939969,0.0003228381,0.8990015,0.0001688994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736408,0.0006683458,0.002032241,0.00005821171,0.01125918,0.0001323406,0.000004589179,0.0004057308,0.01179856],"genre_scores_gemma":[0.9966412,0.0002429224,0.0002855466,0.000043672,0.001804113,0.00004343398,0.000181883,0.00002490919,0.0007323585],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09034456,"threshold_uncertainty_score":0.999061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1888235548854406,"score_gpt":0.3770746941759683,"score_spread":0.1882511392905277,"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."}}