{"id":"W6994329910","doi":"","title":"Hearing the Past","year":2019,"lang":"en","type":"other","venue":"Bournemouth University Research Online (Bournemouth University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs; University of Ottawa","keywords":"Face (sociological concept); Hacker; Politics; Cultural heritage; Vintage","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001746147,0.0004498158,0.0004397203,0.001051681,0.0120079,0.008774777,0.0007057495,0.003012572,0.2789438],"category_scores_gemma":[0.007856373,0.0002347125,0.0003552696,0.00118878,0.003445084,0.009303159,0.005568781,0.005549933,0.07530405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00281096,"about_ca_system_score_gemma":0.002407048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429651,"about_ca_topic_score_gemma":0.03242408,"domain_scores_codex":[0.9985268,0.0003600612,0.00004067086,0.0002001468,0.0003262815,0.0005459546],"domain_scores_gemma":[0.9978564,0.0004037801,0.0001063753,0.0002209235,0.0003977147,0.00101484],"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":[0.00003196167,0.00002747276,0.00042465,0.00005860201,0.000004058962,0.0002562752,0.006087291,0.00001367838,0.00007387422,0.03496354,0.9095435,0.0485151],"study_design_scores_gemma":[0.000001848468,0.000005576712,0.0002398036,0.0001034767,0.000001561739,0.0001377794,0.005350969,0.000006220696,0.00002454177,0.001678186,0.9924445,0.000005545993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00525802,0.01069873,0.000541764,0.09315332,0.01706928,0.00002405365,0.0006390922,0.0001967907,0.8724189],"genre_scores_gemma":[0.05145274,0.006796229,0.0001722251,0.02986585,0.003014527,0.00002172179,0.0002934154,0.0001817764,0.9082015],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2789438,"threshold_uncertainty_score":0.9331599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1092881340597752,"score_gpt":0.3179512793694243,"score_spread":0.2086631453096491,"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."}}