{"id":"W1778444063","doi":"10.21992/t99337","title":"'wtf is Barbara?'","year":2014,"lang":"en","type":"article","venue":"TranscUlturAl A Journal of Translation and Cultural Studies","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":[],"consensus_categories":[],"category_scores_codex":[0.001224127,0.0001165693,0.0002754581,0.00003890739,0.0009134855,0.0001420351,0.0002118736,0.00006306099,0.0001246092],"category_scores_gemma":[0.0001916494,0.0000665976,0.0001742836,0.0002814217,0.0008503096,0.000882788,0.000005872865,0.0001730386,0.00000547841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004026046,"about_ca_system_score_gemma":0.00003454601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001629594,"about_ca_topic_score_gemma":0.0007903331,"domain_scores_codex":[0.9982063,0.0002920353,0.0003437826,0.0001244104,0.0007620543,0.0002714588],"domain_scores_gemma":[0.9989493,0.0001541019,0.0001345015,0.00003605566,0.0005411049,0.0001849538],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008977637,0.00004266103,0.003799269,0.00004757269,0.0002641128,0.000003437058,0.6459596,0.000008896617,0.002872637,0.01154782,0.004665463,0.3306987],"study_design_scores_gemma":[0.002088241,0.0005477021,0.02382976,0.0001937841,0.0001855961,0.00003306747,0.2136224,0.00007786055,0.0007375317,0.009985933,0.7481536,0.0005445594],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8374761,0.03051275,0.0003662009,0.092765,0.0009406293,0.000383222,0.00000549108,0.00006043867,0.03749019],"genre_scores_gemma":[0.98779,0.01029864,0.0006313436,0.0002372107,0.000420396,0.00000225186,3.609933e-7,0.000003116499,0.0006166944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7434881,"threshold_uncertainty_score":0.7025884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1675609894252034,"score_gpt":0.4370756819377766,"score_spread":0.2695146925125732,"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."}}