{"id":"W6987050384","doi":"","title":"Satisfaction with ventilation in open-plan offices: COPE field findings","year":2006,"lang":"en","type":"article","venue":"NPARC","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"National Research Council Canada; Public Works and Government Services Canada; Natural Resources Canada; Steelcase","keywords":"Ventilation (architecture); Air temperature; Workload; Field (mathematics); Partition (number theory); Regression analysis; Job satisfaction","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001255996,0.00006840724,0.00008614043,0.00006167829,0.00004432445,0.00005761597,0.00009720703,0.00004652115,0.00514709],"category_scores_gemma":[0.000003039653,0.0000616968,0.00001231949,0.0001194938,0.00001226362,0.00009042505,0.00003318111,0.00008116956,0.0001888158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003493235,"about_ca_system_score_gemma":0.000006048504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00379405,"about_ca_topic_score_gemma":0.005738786,"domain_scores_codex":[0.999427,0.00002779775,0.0001276215,0.0001767533,0.00008733624,0.000153455],"domain_scores_gemma":[0.999748,0.00004011648,0.00003365938,0.0001541893,0.000009560301,0.0000144778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011998,0.0001825831,0.6213104,0.0000369344,0.00003697944,0.00005094584,0.001252621,0.0003433532,0.0005810996,0.05825431,0.2920147,0.02492414],"study_design_scores_gemma":[0.00151996,0.000288197,0.8951482,0.00005986019,0.00001290888,0.000004463571,0.001491581,0.0000705051,0.0002102728,0.001833113,0.09917492,0.0001860012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7265201,0.00001147178,0.0003084833,0.000767132,0.0002001614,0.0002549725,0.00000425086,0.00002277648,0.2719106],"genre_scores_gemma":[0.9811216,0.000001586557,0.0003873905,0.0002099166,0.00003722725,0.00004087809,0.00002370413,0.000006728518,0.01817095],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2738379,"threshold_uncertainty_score":0.9957623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01582244222872442,"score_gpt":0.2654481266131875,"score_spread":0.249625684384463,"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."}}