{"id":"W2170125304","doi":"10.1177/0950017015574824","title":"Tracking habitus across a transnational professional field","year":2015,"lang":"en","type":"article","venue":"Work Employment and Society","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministerio de Economía y Competitividad","keywords":"Habitus; Sociology; Field (mathematics); Work (physics); Public relations; Cultural capital; Political science; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005951975,0.0000783361,0.000109081,0.000005746862,0.001193704,0.00005642663,0.00007792962,0.0001286463,0.00001935648],"category_scores_gemma":[0.00005367113,0.00006183143,0.0001031506,0.0001491539,0.0002625205,0.0001021608,0.00003615155,0.0001314985,0.000003160568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005627352,"about_ca_system_score_gemma":0.0001045943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000190988,"about_ca_topic_score_gemma":0.0003962202,"domain_scores_codex":[0.9990507,0.00005435529,0.0001145224,0.0001298084,0.0003578674,0.0002927367],"domain_scores_gemma":[0.9996105,0.0001195614,0.00003437047,0.00003942826,0.00007077563,0.0001253728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002848054,0.0001123058,0.06521315,0.000009822837,0.0001001798,0.000001229803,0.7155482,0.000002809369,0.000005719507,0.1315707,0.07383259,0.01357475],"study_design_scores_gemma":[0.002545655,0.000160639,0.1702328,0.00008366715,0.00005346493,8.731499e-7,0.4187665,0.00001999831,0.00009060749,0.07053046,0.3367581,0.0007571512],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9141592,0.0003658663,0.0000720835,0.06355038,0.001057712,0.0002800497,0.000007405622,0.000118768,0.02038849],"genre_scores_gemma":[0.9888653,0.0001016836,0.0001542052,0.00143559,0.0006648556,0.00002497977,0.000002840602,0.000005609322,0.008745003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2967817,"threshold_uncertainty_score":0.9181123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07035027010335348,"score_gpt":0.3890198021638415,"score_spread":0.318669532060488,"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."}}