{"id":"W7008091553","doi":"","title":"Ascribing Voice to Silent States, in: ESIL Newsletter","year":2024,"lang":"en","type":"other","venue":"UCL Discovery (University College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Association of Canadian Universities for Northern Studies","keywords":"Subject (documents); Identification (biology)","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":[0.002940164,0.0005874716,0.0004998604,0.001510602,0.005909568,0.01584928,0.00228841,0.01537334,0.0943789],"category_scores_gemma":[0.008629839,0.0005599265,0.0004683689,0.001815601,0.004663396,0.008927351,0.003565002,0.007599886,0.04353773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005480314,"about_ca_system_score_gemma":0.005549504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03281394,"about_ca_topic_score_gemma":0.08125971,"domain_scores_codex":[0.9975296,0.0003754346,0.0001359847,0.0002933049,0.001289485,0.0003761751],"domain_scores_gemma":[0.9963852,0.002222514,0.0001528031,0.0002698467,0.0007054238,0.0002641929],"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":[0.000009333939,0.00001151528,0.00006206911,0.00006001899,0.000001026278,0.00005027224,0.0002977934,0.00001653183,0.00006465656,0.0442435,0.9453721,0.009811197],"study_design_scores_gemma":[0.000005739251,0.000003228923,0.0003327099,0.0001087352,0.000002022876,0.00003496595,0.000359047,0.00002854338,0.0001449819,0.00488516,0.9940859,0.000008911908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0006317205,0.007861765,0.0009348554,0.09276472,0.009507522,0.00005657608,0.001104961,0.0003516379,0.8867862],"genre_scores_gemma":[0.009637015,0.003358827,0.0006130019,0.06277333,0.003686119,0.0001338802,0.0007011104,0.0004478174,0.9186488],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0943789,"threshold_uncertainty_score":0.3157288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048791678137728,"score_gpt":0.2109224235834164,"score_spread":0.2004345068020391,"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."}}