{"id":"W2186377712","doi":"10.82396/cjcd.v13i2.3077","title":"Career Counselling with Community College Students: Applicability of a Narrative Approach","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Narrative; Situated; Psychological intervention; Identification (biology); Pedagogy; Career counseling; Medical education; Psychology; Sociology; Medicine; Computer 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":[],"consensus_categories":[],"category_scores_codex":[0.005350684,0.0003328558,0.0001940599,0.001184735,0.003745123,0.005065605,0.001626438,0.001306805,0.005389506],"category_scores_gemma":[0.006583182,0.0002672452,0.0002941399,0.0005866488,0.00505478,0.003420324,0.005948757,0.002148915,0.0005070391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002756505,"about_ca_system_score_gemma":0.006183028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002670153,"about_ca_topic_score_gemma":0.009993661,"domain_scores_codex":[0.9971149,0.002337575,0.00005636595,0.0000734475,0.0002599935,0.0001577545],"domain_scores_gemma":[0.9963289,0.002439835,0.0002075048,0.0001868086,0.0002332268,0.0006036861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001353847,0.0009733722,0.005087992,0.0008797783,0.0000302329,0.003109931,0.6576903,0.0006201486,0.001278104,0.08333167,0.01164158,0.2352216],"study_design_scores_gemma":[0.0001279308,0.0003999024,0.004910413,0.002412816,0.00003956072,0.008030417,0.7133729,0.001870838,0.001056529,0.05245579,0.2152521,0.00007079948],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4945974,0.009180071,0.09884308,0.06003301,0.001049253,0.00272507,0.0001970143,0.0002244389,0.3331507],"genre_scores_gemma":[0.927699,0.006515109,0.04269173,0.003665043,0.0001449003,0.001089872,0.00005415158,0.00003979677,0.01810027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005389506,"threshold_uncertainty_score":0.02829742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01742251924070019,"score_gpt":0.2642110380175404,"score_spread":0.2467885187768402,"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."}}