{"id":"W7063548335","doi":"","title":"Administrative Files - Conferences and Events - Visual Culture and Archives Symposium - April 05, 2013 - Part 13 - \"Forward Perspectives\"","year":2013,"lang":"en","type":"other","venue":"Deep Blue (University of Michigan)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual culture; Association (psychology)","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"],"consensus_categories":[],"category_scores_codex":[0.0000197219,0.0002721992,0.0003697387,0.0001260163,0.00009700422,0.00002918048,0.0001700969,0.0002156068,0.0003599267],"category_scores_gemma":[0.000002438398,0.0002915205,0.00006085176,0.00006706084,0.0002812813,0.000140669,0.00008818226,0.0001989218,0.00001565429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008080135,"about_ca_system_score_gemma":0.00002496281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001653012,"about_ca_topic_score_gemma":0.005572216,"domain_scores_codex":[0.9992555,0.00003297368,0.00009653572,0.0002936088,0.0001090632,0.0002122697],"domain_scores_gemma":[0.999583,0.00002467937,0.00009679989,0.0001345149,0.00001696461,0.0001440179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000311056,0.001006784,0.004941499,0.003241037,0.006334255,0.0002387363,0.8660186,0.0007383495,0.01380879,0.0132546,0.08024542,0.009860901],"study_design_scores_gemma":[0.003443076,0.0009428614,0.006549102,0.001206724,0.0008876089,0.00006495664,0.6141944,0.09899514,0.0005371936,0.0006878328,0.2697099,0.002781157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599651,0.002682469,0.0008605578,0.00007792542,0.0001519928,0.0003319846,0.0003313351,0.0001716418,0.03542698],"genre_scores_gemma":[0.8180147,0.01349883,0.002233001,0.00002197425,0.0002172286,0.000003127702,0.0002169056,0.0002122895,0.165582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2518242,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007903266290028117,"score_gpt":0.2009513052486999,"score_spread":0.1930480389586718,"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."}}