{"id":"W4310349976","doi":"10.1108/pr-01-2022-0047","title":"Normative telecommuting: the effects of group composition and task interdependence on telecommuter and non-telecommuter performance","year":2022,"lang":"en","type":"article","venue":"Personnel Review","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; York University","funders":"","keywords":"Telecommuting; Normative; Task group; Task (project management); Psychology; Social psychology; Work (physics); Economics; Management; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001379451,0.0001716158,0.0003595462,0.00005254739,0.001114989,0.00003781353,0.0004635347,0.00003694358,0.00009279619],"category_scores_gemma":[0.00009652681,0.0001310168,0.00006781128,0.0002462615,0.0002869151,0.0002053158,0.0003316295,0.0004855617,0.000007811506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001013866,"about_ca_system_score_gemma":0.00002492726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009916511,"about_ca_topic_score_gemma":0.00009172398,"domain_scores_codex":[0.9980633,0.0008036696,0.0002568206,0.000232306,0.0003618348,0.0002820982],"domain_scores_gemma":[0.998542,0.0008377713,0.0002211764,0.0002887566,0.00004606433,0.00006422371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002038265,0.0009367359,0.0614483,0.02165807,0.0003348301,0.00002461677,0.4983477,0.00001362836,0.001930495,0.001759004,0.01617501,0.3971677],"study_design_scores_gemma":[0.006704915,0.008622381,0.4196408,0.06256346,0.001155515,0.0004318952,0.1349507,0.001575172,0.00126644,0.00081997,0.3577857,0.004482955],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9128549,0.07639253,0.00004131437,0.003569074,0.000278982,0.001296132,0.00000901694,0.00004706074,0.005511022],"genre_scores_gemma":[0.8724746,0.1255844,0.0001314693,0.001524598,0.00005448604,0.0001661825,0.0000052111,0.00001201117,0.00004705169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3926848,"threshold_uncertainty_score":0.8575704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01236523959257557,"score_gpt":0.2680665633689877,"score_spread":0.2557013237764121,"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."}}