{"id":"W2123408261","doi":"","title":"An Exploration of Graduate Students' Career Transition Experiences","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Graduate students; Relevance (law); Psychology; Point (geometry); Medical education; Qualitative research; Mathematics education; Transition (genetics); Pedagogy; Sociology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001351748,0.00004899953,0.00009326336,0.0001631303,0.0002520275,0.000071257,0.0001395453,0.00004434018,0.00006289424],"category_scores_gemma":[7.17812e-7,0.00004827501,0.00003281055,0.0001428331,0.0001391456,0.0005139728,2.611162e-8,0.00006065773,4.175128e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001520713,"about_ca_system_score_gemma":0.0001624312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216387,"about_ca_topic_score_gemma":0.07155686,"domain_scores_codex":[0.999236,0.00004780335,0.0001772558,0.00006203432,0.0003357089,0.0001412225],"domain_scores_gemma":[0.9992814,0.0000254422,0.0001056214,0.00003973865,0.0002550642,0.0002927313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007563137,0.00001578214,0.003114966,0.000002613998,0.00001925672,0.0000123265,0.9813485,0.00001704458,0.00009158278,0.0011006,0.0002560425,0.01394565],"study_design_scores_gemma":[0.003057433,0.001085361,0.008523736,0.0002750017,0.00007511728,0.00001969624,0.672111,0.00002384062,0.001964069,0.1077932,0.2043435,0.0007280312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.918606,0.001130493,0.07931948,0.0002415967,0.0004734917,0.00004762261,0.000001800434,0.000003078761,0.0001763946],"genre_scores_gemma":[0.9862763,0.01324159,0.0001427776,0.0001432671,0.0001587017,3.00796e-7,0.000001014482,0.000003275271,0.00003273655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3092375,"threshold_uncertainty_score":0.9453848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010571657488633,"score_gpt":0.3471031161354321,"score_spread":0.2460459503865688,"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."}}