{"id":"W2792055213","doi":"10.1080/14767430.2018.1438868","title":"Thinking about careers: reflexivity as bounded by previous, ongoing, and imagined experience","year":2018,"lang":"en","type":"article","venue":"Journal of Critical Realism","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Reflexivity; Bounded function; Sociology; Psychology; Epistemology; Philosophy; Mathematics; Social science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001665257,0.00008937412,0.0001968026,0.00004222397,0.0005251961,0.0003078569,0.0002901748,0.00009025472,0.0003521569],"category_scores_gemma":[0.004770941,0.00007689118,0.00006270543,0.0001346985,0.001748734,0.0004767695,0.00003767822,0.0002257761,0.0000107954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001485334,"about_ca_system_score_gemma":0.0003535962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518025,"about_ca_topic_score_gemma":0.0003997674,"domain_scores_codex":[0.9981961,0.0003066415,0.0003490023,0.0001584444,0.0006905786,0.0002992099],"domain_scores_gemma":[0.9982851,0.0003955061,0.0001066593,0.0001434809,0.0006416941,0.0004275934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001380029,0.0005514064,0.01710515,0.00008216745,0.00003608064,0.00003892791,0.5571328,7.521108e-8,0.001773008,0.3510438,0.06376293,0.008335641],"study_design_scores_gemma":[0.0005993779,0.0005067861,0.01749498,0.0002515645,0.0000750868,0.00007292282,0.0178492,0.000005372442,0.001203042,0.3187271,0.6428198,0.0003947574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9313185,0.0008775486,0.0005595869,0.03421956,0.001105682,0.0001058932,0.000004765319,0.00003996721,0.03176856],"genre_scores_gemma":[0.9953222,0.0001441318,0.001616248,0.001739957,0.0007934623,0.000002263596,5.009868e-7,0.00000727503,0.0003739942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5790569,"threshold_uncertainty_score":0.6443283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03681864267733519,"score_gpt":0.4462786497349812,"score_spread":0.409460007057646,"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."}}