{"id":"W2100457542","doi":"10.1016/j.im.2004.12.001","title":"Individual, social and situational determinants of telecommuter productivity","year":2005,"lang":"en","type":"article","venue":"Information & Management","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Productivity; Telecommuting; Situational ethics; Quality (philosophy); Business; Knowledge management; Public relations; Psychology; Social psychology; Engineering; Work (physics); Political science; Economics; Economic growth; Computer 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":[0.0006340101,0.00005634929,0.00008069372,0.00009670686,0.0002199243,0.00005585688,0.0001347834,0.00003649016,0.0000763264],"category_scores_gemma":[0.00002282471,0.00005868356,0.00001855248,0.000115282,0.0001066943,0.001279128,0.00008756883,0.00004441066,0.00003466744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005056385,"about_ca_system_score_gemma":0.00002037481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003006943,"about_ca_topic_score_gemma":0.0003654383,"domain_scores_codex":[0.9991803,0.00004131863,0.0002065836,0.0000635158,0.0003738563,0.0001344903],"domain_scores_gemma":[0.9996737,0.00002145196,0.000145229,0.00007375904,0.00006219061,0.00002373417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001180915,0.00006827884,0.03707057,0.00008277076,0.00003578898,1.700393e-7,0.05654817,0.00003482292,0.00000164822,0.01103119,0.007158431,0.8879563],"study_design_scores_gemma":[0.00025966,0.000008969035,0.805118,0.00001241715,0.00001282587,2.501401e-7,0.005039552,0.00002713763,0.00002757251,0.0008157799,0.1885879,0.00008993962],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9272245,0.00003668062,0.0002435566,0.002264271,0.0001073633,0.0003972489,0.00001003761,0.00005472007,0.06966165],"genre_scores_gemma":[0.9976549,0.00009133099,0.001682033,0.0001462467,0.0001364833,0.00002351652,0.00000851383,0.00000212639,0.0002548904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8878664,"threshold_uncertainty_score":0.2393046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0334359266797034,"score_gpt":0.3070607013966188,"score_spread":0.2736247747169154,"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."}}