{"id":"W7010645260","doi":"","title":"InfoBrief Admissions (Census) - Fall 2007","year":2007,"lang":"en","type":"article","venue":"DigitalCommons - CalPoly (California State Polytechnic University)","topic":"Survey Methodology and Nonresponse","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Falling (accident); Work (physics); Data collection","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":[0.007133678,0.0003301021,0.0003923917,0.0009122684,0.001162524,0.00008958591,0.0009310015,0.000417929,0.0004319949],"category_scores_gemma":[0.003748843,0.0003668709,0.0002786118,0.00186289,0.0009933198,0.0005245199,0.0003178386,0.0005800177,0.000394352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004204714,"about_ca_system_score_gemma":0.000670175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003219979,"about_ca_topic_score_gemma":0.008652617,"domain_scores_codex":[0.9955416,0.001811741,0.0004235244,0.0005120115,0.0004352099,0.001275884],"domain_scores_gemma":[0.9925762,0.005257881,0.0002081567,0.0005754157,0.0001759619,0.001206405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02879891,0.00296737,0.1444545,0.00008235578,0.001029662,0.006754986,0.009565028,0.00008092092,0.002319887,0.4249366,0.1114141,0.2675956],"study_design_scores_gemma":[0.0006106336,0.00007947782,0.0108253,0.00002626072,0.00004184831,0.00001901764,0.002506331,0.000006818688,0.0004705341,0.001267118,0.9836543,0.0004923179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3646777,0.0002294404,0.03299003,0.002211574,0.0007917891,0.0007206316,0.001871406,0.001426446,0.595081],"genre_scores_gemma":[0.9745953,0.0002358905,0.002549453,0.000584526,0.0001586928,0.000001748967,0.0001232264,0.00004726712,0.02170387],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8722402,"threshold_uncertainty_score":0.9998783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08430962651009737,"score_gpt":0.3448008808862695,"score_spread":0.2604912543761721,"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."}}