{"id":"W4400439535","doi":"10.5465/amproc.2024.310bp","title":"Contemporary Career Sensemaking: A Systematic Review and Future Research Agenda","year":2024,"lang":"en","type":"review","venue":"Academy of Management Proceedings","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Sensemaking; Engineering ethics; Systematic review; Sociology; Political science; Psychology; Public relations; MEDLINE; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.006244291,0.000363605,0.0020078,0.0006584527,0.0003748009,0.0002112622,0.0008469973,0.0004168069,0.00003988678],"category_scores_gemma":[0.000123646,0.0002895011,0.0003368312,0.001596562,0.000312969,0.000312429,0.001003992,0.0008286556,0.00009874706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002459107,"about_ca_system_score_gemma":0.0001505361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003236581,"about_ca_topic_score_gemma":0.000001123997,"domain_scores_codex":[0.9964425,0.0001766147,0.0008205107,0.0006589995,0.00143853,0.0004628775],"domain_scores_gemma":[0.9990315,0.0001034982,0.0004478823,0.0000962066,0.0001751887,0.0001457066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[7.416578e-7,0.000005663816,0.000001154191,0.7195241,0.0003756112,0.00001022122,0.001237163,4.608101e-11,3.38973e-9,0.01726559,0.2489926,0.01258705],"study_design_scores_gemma":[0.00003373442,0.000006003439,8.185478e-7,0.3057777,0.003605654,0.000003026605,0.003364199,2.065195e-8,2.258997e-8,0.0001363635,0.6868793,0.0001932119],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.215595e-7,0.8850672,9.291547e-8,0.002513912,0.0001195209,0.004470373,0.00001348394,0.00009247876,0.1077225],"genre_scores_gemma":[0.00001641212,0.9818361,0.0000499183,0.000357462,0.0002872112,0.0002076656,0.000008624069,0.0000328737,0.01720374],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4378866,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2747152148088156,"score_gpt":0.4374349681390856,"score_spread":0.16271975333027,"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."}}