{"id":"W4400442422","doi":"10.5465/amproc.2024.13161symposium","title":"The Future of (Identity) Work: New Frontiers in Occupational Identity Research","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Work (physics); Sociology; Political science; Engineering ethics; Engineering; Aesthetics; Mechanical engineering; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02299213,0.0006323674,0.001723395,0.005444902,0.008746165,0.02217347,0.002381633,0.007005679,0.006447742],"category_scores_gemma":[0.009784514,0.0005121361,0.0009889356,0.00660617,0.0763051,0.04850569,0.01045149,0.009824808,0.0008762222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007397022,"about_ca_system_score_gemma":0.01167209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005347008,"about_ca_topic_score_gemma":0.00641643,"domain_scores_codex":[0.9913721,0.006128177,0.0002408869,0.0006553959,0.0009967486,0.0006067858],"domain_scores_gemma":[0.9657946,0.02767924,0.001038017,0.00208423,0.001245484,0.00215837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003241934,0.00009876252,0.001618915,0.0004783369,0.00001331402,0.0001214436,0.03287465,0.0002026593,0.0001031656,0.8878797,0.007131061,0.06944565],"study_design_scores_gemma":[0.00001342652,0.00005797357,0.001730495,0.001645396,0.000008612673,0.0001856271,0.05960475,0.0008879283,0.00006612523,0.8308689,0.1048821,0.00004865898],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.03176668,0.3690133,0.02240381,0.4697946,0.004668032,0.00006787621,0.0001158836,0.0000986027,0.1020712],"genre_scores_gemma":[0.6590681,0.28155,0.02047188,0.02128822,0.008147101,0.0003327547,0.0001042764,0.0000732296,0.008964418],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02299213,"threshold_uncertainty_score":0.1215955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05356089168561795,"score_gpt":0.3928649848078394,"score_spread":0.3393040931222214,"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."}}