{"id":"W7103294364","doi":"","title":"Becoming Caltech","year":2020,"lang":"","type":"article","venue":"Caltech Magazine (California Institute of Technology)","topic":"History of Computing Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Government (linguistics); Face (sociological concept); Perspective (graphical); Agency (philosophy); Exposition (narrative)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009849787,0.0004700083,0.0002025608,0.000882204,0.009323551,0.01008953,0.0005742637,0.001893012,0.07559487],"category_scores_gemma":[0.002755145,0.0002100597,0.0002121862,0.001101388,0.002040335,0.004665738,0.004712396,0.006106706,0.02659789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004513264,"about_ca_system_score_gemma":0.007839033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01444235,"about_ca_topic_score_gemma":0.04597104,"domain_scores_codex":[0.9983712,0.0001854054,0.0000340318,0.0002355769,0.000629689,0.0005441377],"domain_scores_gemma":[0.9969747,0.0001030309,0.00008413401,0.00009384699,0.0007104913,0.002033768],"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":[0.00001637908,0.00003638852,0.0007157262,0.00003948061,0.00000179653,0.0001034446,0.001499906,0.00001869075,0.0002999014,0.04884291,0.8889647,0.05946063],"study_design_scores_gemma":[0.000001507406,0.000008735364,0.0004483451,0.00002242027,6.919926e-7,0.00005670844,0.0005635098,0.0000137606,0.00007947578,0.001319541,0.9974821,0.000003254782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01294155,0.005631653,0.002015774,0.130859,0.01151822,0.00006902697,0.0004880699,0.0004308627,0.8360459],"genre_scores_gemma":[0.05336761,0.00446007,0.002231552,0.05145209,0.001768316,0.00006398805,0.0004580169,0.0001830084,0.8860154],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07559487,"threshold_uncertainty_score":0.2528901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681141451362788,"score_gpt":0.256473564452227,"score_spread":0.2196621499385991,"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."}}