{"id":"W4237599621","doi":"10.1002/cyto.a.22709","title":"Special issue title page","year":2015,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Human auditory perception and evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"","keywords":"Information retrieval; Computer science; Library science; Data 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006849637,0.00003078167,0.00003531628,0.00004588227,0.0000093027,0.00001052405,0.00002782804,0.00002497943,0.1201409],"category_scores_gemma":[0.00001380677,0.00003132542,0.00001193498,0.00007888921,0.000006735442,0.00002982628,0.000004482578,0.00003564504,0.2089932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003259186,"about_ca_system_score_gemma":0.00000474491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.902674e-8,"about_ca_topic_score_gemma":5.535393e-7,"domain_scores_codex":[0.9997797,0.000005472964,0.00004375017,0.00003634756,0.00008059572,0.00005411782],"domain_scores_gemma":[0.9998753,0.000002855905,0.000003897993,0.00006316238,0.00001163043,0.00004315061],"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":[3.99726e-7,0.000002360663,0.00004120409,0.00000256778,0.000001914106,6.20452e-7,0.00009287571,0.00008026003,0.0001275412,0.000005418844,0.9951299,0.004514968],"study_design_scores_gemma":[0.00006589201,0.000004825813,0.0004725654,0.000001605181,0.000001886507,6.496047e-7,0.00002894728,0.001205657,0.00008629332,0.00002600376,0.9980649,0.00004081942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01111702,0.00002551204,0.000288586,0.00001874404,0.004191998,0.00002785398,0.00000224143,0.0001538209,0.9841743],"genre_scores_gemma":[0.5595069,0.00003978031,0.0007021852,0.0003197558,0.1353478,0.00001845363,0.00006915104,0.00007530868,0.3039207],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6802535,"threshold_uncertainty_score":0.8806634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06470039388110517,"score_gpt":0.2971291075947565,"score_spread":0.2324287137136514,"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."}}