{"id":"W3131437933","doi":"10.3167/hrrh.2021.470106","title":"Voices that Matter?","year":2021,"lang":"en","type":"article","venue":"Historical Reflections/Réflexions Historiques","topic":"Historical Influence and Diplomacy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Performativity; Sound (geography); Sociology; Aesthetics; Vocabulary; Visual arts; History; Art; Linguistics; Acoustics; Gender studies; Philosophy","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004515181,0.000284496,0.0004265238,0.0003080637,0.00279558,0.0001429657,0.0004213891,0.0003395761,0.002961985],"category_scores_gemma":[0.0008284163,0.0003137374,0.0003369678,0.001543293,0.0003133178,0.0007366365,0.00007774294,0.0004937429,0.001693443],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01436018,"about_ca_system_score_gemma":0.001109345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00990499,"about_ca_topic_score_gemma":0.006403709,"domain_scores_codex":[0.9966903,0.000537898,0.0004942003,0.0007134307,0.0008455763,0.0007186471],"domain_scores_gemma":[0.9976773,0.0003406792,0.0001875978,0.0006145264,0.0005722489,0.0006076036],"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":[0.00004937421,0.0006764241,0.002943347,0.00003028237,0.00005072694,0.0001466142,0.01588449,0.000006841735,0.002403184,0.1713049,0.8033754,0.003128458],"study_design_scores_gemma":[0.0001332106,0.00005114908,0.0001797597,0.00002281201,0.00004033258,0.00001540788,0.0006405219,0.000001254747,0.0004035705,0.01152121,0.9866103,0.0003804544],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001509062,0.01056139,0.00529223,0.01953114,0.007307134,0.0002437524,0.000008328085,0.001083826,0.9544631],"genre_scores_gemma":[0.3070972,0.002523478,0.009998742,0.005227988,0.003015818,0.0002598156,0.00003125045,0.0001020534,0.6717437],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3055881,"threshold_uncertainty_score":0.9999315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08428411859433722,"score_gpt":0.3890937182757105,"score_spread":0.3048095996813733,"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."}}