{"id":"W6948540901","doi":"10.48660/23040157","title":"Grad Student Seminar with Hank Chen","year":2023,"lang":"en","type":"other","venue":"PIRSA","topic":"Memory, History, Trauma, Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chen; George (robot); Class (philosophy); Work (physics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0001355993,0.0003244504,0.0003932189,0.0002584977,0.0001938277,0.0001596897,0.000386551,0.0001135058,0.01295923],"category_scores_gemma":[0.00001064837,0.0002745198,0.0001047733,0.00003624568,0.0003032922,0.00005916231,0.00006449407,0.000249765,0.005297741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001551389,"about_ca_system_score_gemma":0.00006273819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452532,"about_ca_topic_score_gemma":0.1005663,"domain_scores_codex":[0.998587,0.00003544069,0.0001908769,0.0004120612,0.0004915654,0.0002831181],"domain_scores_gemma":[0.9991235,0.0000269205,0.0001895007,0.0005296257,0.00004331383,0.00008710432],"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":[0.000006582296,0.00008038548,0.0002773168,0.0001717103,0.000189178,0.00008557301,0.0083118,2.224474e-7,0.000001132603,0.006210498,0.9842762,0.0003893657],"study_design_scores_gemma":[0.0002784766,0.00007969033,0.0003949303,0.0002740214,0.0001184974,0.000001857829,0.0009319629,3.587791e-7,0.00000279233,0.00005609419,0.9974917,0.000369678],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004354589,0.001752279,0.000003836579,0.0001085605,0.002422696,0.0003814661,0.0001089428,0.001043677,0.9937431],"genre_scores_gemma":[0.002880583,0.0001112949,0.00002704172,0.0000981618,0.002648151,0.00007291492,0.00003376729,0.001011922,0.9931161],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09604103,"threshold_uncertainty_score":0.9999707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0335873344613184,"score_gpt":0.2489472337525922,"score_spread":0.2153598992912738,"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."}}