{"id":"W6990065726","doi":"","title":"2015 CSUSB Campus Climate Survey: Phase 2 Report","year":2016,"lang":"en","type":"article","venue":"CSUSB ScholarWorks (California State University, San Bernardino)","topic":"Education and Military Integration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Organisation climate; Perception; Quarter (Canadian coin); Work environment; Incivility; Survey 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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00324177,0.0003083308,0.0003572456,0.0003261687,0.001484134,0.0001860587,0.0007013616,0.0002658272,0.0019324],"category_scores_gemma":[0.001156254,0.0002714616,0.000224315,0.0007642024,0.0005439367,0.0012793,0.0001870196,0.0004411604,0.001277732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009203341,"about_ca_system_score_gemma":0.0006580669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005148702,"about_ca_topic_score_gemma":0.01776834,"domain_scores_codex":[0.9961317,0.001099174,0.0004649916,0.0006981062,0.0007332618,0.0008727811],"domain_scores_gemma":[0.9971056,0.0004312995,0.0003589414,0.0006248319,0.0008095113,0.0006697988],"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":[0.001379825,0.001243885,0.5587168,0.00003982194,0.0003718103,0.00120505,0.01402173,0.00004016309,0.001352615,0.008990346,0.3435916,0.06904639],"study_design_scores_gemma":[0.002411628,0.0000987791,0.02911936,0.0001150605,0.00007883296,0.00003135207,0.01207229,0.00001820124,0.0001491277,0.0007238632,0.9545476,0.0006338925],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9494686,0.0002072591,0.005213326,0.005955892,0.001989297,0.0006094578,0.001711771,0.0004010803,0.03444337],"genre_scores_gemma":[0.966319,0.001877114,0.0004613566,0.0002582161,0.0003299246,0.000003061943,0.0003469808,0.00004143778,0.03036291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.610956,"threshold_uncertainty_score":0.9999738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02221078879377828,"score_gpt":0.3206225028328495,"score_spread":0.2984117140390712,"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."}}