{"id":"W6910131189","doi":"10.4224/40002816","title":"Making the open-plan office a better place to work","year":2003,"lang":"en","type":"article","venue":"National Research Council Canada (Government of Canada)","topic":"Facilities and Workplace Management","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Research Council Canada","keywords":"Work (physics); Key (lock)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004456012,0.0003757003,0.0003431641,0.0006671899,0.005954774,0.0107044,0.00218408,0.004014379,0.03278624],"category_scores_gemma":[0.01111724,0.000448861,0.0005686729,0.0006128182,0.002891347,0.01156237,0.005931002,0.004073344,0.01059556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002074223,"about_ca_system_score_gemma":0.008884769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008875842,"about_ca_topic_score_gemma":0.03165394,"domain_scores_codex":[0.9941986,0.001542283,0.0002365854,0.000223958,0.002624521,0.001174107],"domain_scores_gemma":[0.9929273,0.0009516219,0.000471648,0.0005090355,0.002352333,0.002788146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006421922,0.0001943459,0.002284316,0.0002882688,0.000008910486,0.0003496011,0.006242573,0.0004750188,0.0009132163,0.07095288,0.5187377,0.3994889],"study_design_scores_gemma":[0.00002018288,0.00005160469,0.002114876,0.0002598119,0.000006192146,0.0001971013,0.009784942,0.0001407118,0.0002754163,0.01137471,0.9757333,0.00004105701],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04934051,0.009845834,0.08710866,0.2565868,0.0261957,0.0004199711,0.000342379,0.002380999,0.5677792],"genre_scores_gemma":[0.4369934,0.01578469,0.1820537,0.03256375,0.003739238,0.0006596833,0.000809641,0.001503736,0.3258922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03278624,"threshold_uncertainty_score":0.109681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793097749446362,"score_gpt":0.3402200607729566,"score_spread":0.1609102858283204,"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."}}