{"id":"W4236704723","doi":"10.32920/14640009","title":"Women, smartphones and the workplace: pragmatic realities and performative identities","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Immediacy; Performative utterance; Set (abstract data type); Work (physics); Internet privacy; Sample (material); Public relations; Psychology; Sociology; Business; Computer science; Aesthetics; Political science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003096722,0.0002517094,0.0005218409,0.00007050946,0.0008793876,0.001093559,0.0003097132,0.0002528761,0.0005071792],"category_scores_gemma":[0.0005824916,0.0001735934,0.00006165427,0.0001143254,0.002274931,0.0003431097,0.0008818153,0.0006219878,0.000006216452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491495,"about_ca_system_score_gemma":0.0002866261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081264,"about_ca_topic_score_gemma":0.006359605,"domain_scores_codex":[0.9972854,0.001157316,0.0003137002,0.0003452557,0.0004864701,0.0004118468],"domain_scores_gemma":[0.9977925,0.001430564,0.0002060089,0.0003161161,0.0001491003,0.000105758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003578494,0.00001502152,0.00631613,0.0005513986,0.00014445,0.000002812813,0.9681454,0.000007590266,3.97315e-7,0.02083712,0.003024374,0.0009194994],"study_design_scores_gemma":[0.0004263406,0.000009079287,0.01331391,0.0003848957,0.00003346358,0.000003776246,0.9400101,0.00002561266,0.00000226248,0.04366291,0.001867316,0.0002602908],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8640029,0.01175833,0.000032056,0.003881644,0.0006999475,0.0005635162,0.00001180221,0.0001286327,0.1189212],"genre_scores_gemma":[0.9009627,0.06431369,0.0002741748,0.0002547953,0.0003207963,0.0003618843,0.00001158981,0.00001792654,0.03348244],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08543876,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192359188964155,"score_gpt":0.2795887811805117,"score_spread":0.2603528622840962,"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."}}