{"id":"W7063954801","doi":"","title":"Alumni Community Survey","year":2014,"lang":"en","type":"article","venue":"OpenSIUC (Southern Illinois University Carbondale)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Sample (material); Identification (biology); Quarter (Canadian coin); Work (physics); Pie chart","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001098584,0.0002162486,0.0002896091,0.0001320244,0.0005209693,0.00007349389,0.000744979,0.00006611348,0.0472458],"category_scores_gemma":[0.00005163054,0.0002343188,0.0001252521,0.0002986125,0.0001830024,0.00003470528,0.0005167659,0.0005432458,0.0006374624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002302972,"about_ca_system_score_gemma":0.0001025543,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1195622,"about_ca_topic_score_gemma":0.005976044,"domain_scores_codex":[0.9975724,0.001212373,0.0001775663,0.0002938162,0.0003455956,0.0003982887],"domain_scores_gemma":[0.9981072,0.0004966852,0.0001028621,0.0008078491,0.0002622352,0.0002232026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003377578,0.0006076849,0.7511711,0.00004770158,0.0003077107,0.0000200979,0.00579541,0.00005498758,0.005675422,0.01046984,0.02754434,0.197968],"study_design_scores_gemma":[0.003729338,0.000288406,0.201032,0.00004257385,0.0000987715,0.000001105327,0.0141923,0.002580482,0.0009935529,0.0003171432,0.7756837,0.00104064],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6742079,0.000003151445,0.000454192,0.0002585009,0.00007239693,0.0002267575,0.0002069005,0.00003879708,0.3245314],"genre_scores_gemma":[0.937012,0.000001849525,0.0001220749,0.00007415331,0.00007328277,7.580511e-7,0.0001639777,0.00001900698,0.06253296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7481393,"threshold_uncertainty_score":0.9555241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696841568129628,"score_gpt":0.2151659399508651,"score_spread":0.1981975242695688,"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."}}