{"id":"W7066435157","doi":"","title":"The Grand Entrance: A Faculty and Staff Housing Development","year":2023,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Salary; Deliverable; Renting; Quarter (Canadian coin); Unit (ring theory); Staffing; Rental housing; Variety (cybernetics); Higher education","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":[],"consensus_categories":[],"category_scores_codex":[0.0001853965,0.0002250642,0.0001886298,0.0002795841,0.0007962879,0.0002397693,0.0003952813,0.00003791463,0.000663258],"category_scores_gemma":[0.000009935738,0.0001885659,0.00008458847,0.0009580497,0.0002707861,0.00007118652,0.0005238125,0.000227055,0.0001367379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003515575,"about_ca_system_score_gemma":0.0001763907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002362977,"about_ca_topic_score_gemma":0.0002735165,"domain_scores_codex":[0.9983836,0.00004385641,0.0002375871,0.0003331673,0.000352997,0.0006488081],"domain_scores_gemma":[0.999141,0.0001712932,0.00008409131,0.0003119004,0.0000633138,0.0002284243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001004825,0.0001249195,0.0098269,0.00002209389,0.0001400214,0.00005241006,0.0002663182,0.00001609491,0.0004684079,0.007396811,0.009247499,0.972338],"study_design_scores_gemma":[0.0007996413,0.00004201681,0.00381924,0.0000258007,0.00001659514,9.511688e-7,0.001197502,0.0004019058,0.0009765177,0.0002537533,0.992201,0.0002651226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7751424,0.00006920889,0.004271436,0.00189776,0.000085145,0.0009114041,0.001321764,0.0004618406,0.2158391],"genre_scores_gemma":[0.9853719,0.00006367759,0.0001415239,0.00001346314,0.00002217328,0.000009693394,0.0001835972,0.0000206889,0.01417331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9829534,"threshold_uncertainty_score":0.7689494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684766218925347,"score_gpt":0.2333656749641322,"score_spread":0.2165180127748787,"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."}}