{"id":"W7042326252","doi":"","title":"Oral History Interview: Waltraud Brinkmann (0858)","year":2007,"lang":"en","type":"other","venue":"Minds at UW (University of Wisconsin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oral history; Work (physics); Service (business); Graduate students","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005836537,0.0007078084,0.001241741,0.002344021,0.0001277535,0.00001017637,0.001163664,0.0009152405,0.09003708],"category_scores_gemma":[0.00002330373,0.0009848749,0.0005969609,0.0004725544,0.001768117,0.0002103853,0.000747924,0.0005998108,0.02614098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002575806,"about_ca_system_score_gemma":0.0003721335,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002890209,"about_ca_topic_score_gemma":0.0256306,"domain_scores_codex":[0.9969825,0.0002529564,0.0003168563,0.0009744021,0.0007098457,0.0007634774],"domain_scores_gemma":[0.997198,0.00005837949,0.0009763366,0.001266122,0.000136503,0.0003646967],"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":[0.0001258848,0.0001896336,0.0002612415,0.0002279621,0.0004472389,0.0006500835,0.001776554,6.325276e-7,0.0003676772,0.0001727557,0.985382,0.01039835],"study_design_scores_gemma":[0.00153567,0.000118726,0.0006888033,0.0006366841,0.0004627644,0.00007180923,0.001026811,0.00001940003,0.00005686338,0.00001227427,0.9944742,0.0008959392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008073942,0.01142833,0.000287716,0.0001991729,0.001110903,0.0005775912,0.0006839373,0.0005630146,0.9770754],"genre_scores_gemma":[0.002566615,0.0002475794,0.002791902,0.000153266,0.000172802,2.157877e-7,0.0003467744,0.0009452009,0.9927756],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0638961,"threshold_uncertainty_score":0.9992602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0402003099307684,"score_gpt":0.2179132615889658,"score_spread":0.1777129516581974,"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."}}