{"id":"W2010282688","doi":"10.1002/berj.3123","title":"Identity‐trajectory: Reframing early career academic experience","year":2013,"lang":"en","type":"article","venue":"British Educational Research Journal","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":212,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Cognitive reframing; Identity (music); Situated; Construct (python library); Agency (philosophy); Narrative; Sociology; Perspective (graphical); Identity formation; Pedagogy; Narrative inquiry; Qualitative research; Career development; Self-concept; Psychology; Social psychology; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008611301,0.0003864683,0.0005665446,0.002200691,0.006878997,0.007648052,0.001460371,0.001617759,0.003346954],"category_scores_gemma":[0.01489637,0.0003838589,0.0003280794,0.002128895,0.006868362,0.007888737,0.008137603,0.002944488,0.0005884506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003200788,"about_ca_system_score_gemma":0.003460925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01085148,"about_ca_topic_score_gemma":0.01274148,"domain_scores_codex":[0.9949844,0.00352061,0.0001337542,0.0002568761,0.0004832249,0.0006210443],"domain_scores_gemma":[0.9912003,0.00564617,0.0008549916,0.0003910183,0.0007371227,0.001170507],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002180536,0.00001972627,0.002007351,0.0000315504,0.000002027897,0.0003196092,0.9897682,0.00002848293,0.0003362803,0.002818639,0.0001948184,0.004451517],"study_design_scores_gemma":[0.000002460135,0.00002710169,0.002212307,0.0000652615,0.000002250767,0.0001982742,0.9878432,0.00006857489,0.0002093135,0.001664432,0.007693432,0.00001347146],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787256,0.0007068384,0.004791275,0.00262261,0.00006622772,0.00008267057,0.0001292931,0.00003173199,0.01284376],"genre_scores_gemma":[0.9962686,0.0004201567,0.0006669731,0.0001661034,0.000007697328,0.0000580473,0.00004125039,0.00001849346,0.002352631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9913887,"threshold_uncertainty_score":0.04554147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2717564617183499,"score_gpt":0.5277027560781339,"score_spread":0.2559462943597839,"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."}}