{"id":"W4415501202","doi":"10.1111/tran.70037","title":"Subtractive, ambient and bifurcated attention at work and when working from home: Towards a geography of workplace attention","year":2025,"lang":"en","type":"article","venue":"Transactions of the Institute of British Geographers","topic":"Mind wandering and attention","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Narrative; Negotiation; Relation (database); Distraction; Work (physics); Working life","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001593073,0.000143436,0.0002792678,0.0002787078,0.0002107574,0.00003927978,0.0001988555,0.0001102178,0.00002043992],"category_scores_gemma":[0.00002188916,0.0001571057,0.0002562469,0.001040377,0.0008201363,0.0002635321,0.00004065296,0.0001760632,2.433209e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001622982,"about_ca_system_score_gemma":0.00002392539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002690644,"about_ca_topic_score_gemma":0.0005130841,"domain_scores_codex":[0.9986548,0.00008572924,0.0004223479,0.0003812874,0.0002768704,0.0001789274],"domain_scores_gemma":[0.9992909,0.00006068059,0.0002753026,0.0002573117,0.00006654167,0.00004926985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006767724,0.0007778377,0.4633281,0.0004516607,0.0004803325,0.000007786117,0.0003756357,0.001408692,0.2766182,0.0001622279,0.0002157453,0.255497],"study_design_scores_gemma":[0.001513147,0.00005934921,0.9697774,0.001887527,0.0003412709,0.00001502314,0.0002215597,0.0001239197,0.024713,0.0007584931,0.000377134,0.0002121824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899727,0.0006534364,0.007690248,0.0002781979,0.000659296,0.0003141196,0.00009054034,0.00003512536,0.0003063399],"genre_scores_gemma":[0.9984595,0.0006853058,0.0005228005,0.00002264577,0.000006606108,0.00001645447,0.000006827383,0.000009893674,0.000269949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5064493,"threshold_uncertainty_score":0.6406585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302694223596323,"score_gpt":0.2179993081482125,"score_spread":0.2049723659122492,"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."}}