{"id":"W2039203926","doi":"10.1002/j.2161-1920.2006.tb00002.x","title":"From landlines to cell phones: negotiating identity positions in new career contexts","year":2006,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dialogical self; Identity (music); Construct (python library); Negotiation; Career counseling; Psychology; Social psychology; Narrative; Vocational education; Identity negotiation; Postmodernism; Sociology; Career development; Order (exchange); Narrative identity; Pedagogy; Epistemology; Aesthetics; Social science; Linguistics","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":[0.0009522592,0.00009132896,0.0002007966,0.0001413066,0.0002014718,0.0002126837,0.0002243163,0.00006021269,0.0001807527],"category_scores_gemma":[0.0001511055,0.00008892071,0.00008386838,0.0003354187,0.00002836122,0.0004431884,0.00001320483,0.0001608142,0.00003315914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002627811,"about_ca_system_score_gemma":0.0005607699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08116529,"about_ca_topic_score_gemma":0.02842346,"domain_scores_codex":[0.9983424,0.0001599686,0.000578833,0.0001311932,0.0005539599,0.000233629],"domain_scores_gemma":[0.9989042,0.0002262234,0.0002344048,0.0001003819,0.0003485326,0.0001862044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006923062,0.0006895686,0.8463382,0.00001103969,0.00002945397,0.00002425395,0.09764768,0.009177951,0.003032696,0.001205858,0.04082725,0.0009468308],"study_design_scores_gemma":[0.00507797,0.0003684408,0.6059559,0.0009441591,0.000251509,0.000009485241,0.04765867,0.0001057444,0.001270541,0.05557413,0.2814317,0.001351737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884531,0.0008542708,0.00400022,0.004633401,0.001419289,0.0001367255,0.000007083798,0.00001757007,0.0004783007],"genre_scores_gemma":[0.9945305,0.00006237836,0.002093766,0.0003700557,0.002018196,0.000001948096,0.000003787025,0.000009216251,0.0009101753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2406045,"threshold_uncertainty_score":0.9893053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02662033624423733,"score_gpt":0.3385578623765748,"score_spread":0.3119375261323375,"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."}}