{"id":"W3134850774","doi":"10.82396/cjcd.v18i1.3139","title":"Context Counts in Career Development","year":2020,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Intuition; Context (archaeology); Career development; Public relations; Psychology; Engineering ethics; Sociology; Social psychology; Political science; Engineering","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":[0.004160229,0.0005861821,0.0007611339,0.002800453,0.009293486,0.009523948,0.001534085,0.001494966,0.01320313],"category_scores_gemma":[0.01185403,0.0004790369,0.0004649913,0.002640696,0.01332342,0.007229861,0.01452263,0.003358093,0.0009048954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005541199,"about_ca_system_score_gemma":0.004603234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004567067,"about_ca_topic_score_gemma":0.01329639,"domain_scores_codex":[0.9936222,0.004306086,0.0001594565,0.000576215,0.0007254918,0.0006105672],"domain_scores_gemma":[0.9928987,0.004340172,0.0007786229,0.000411197,0.0004980198,0.001073261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006705033,0.0000766544,0.01351016,0.0006729019,0.0000324442,0.0007823775,0.07375623,0.0003705133,0.0002227557,0.7825892,0.008226084,0.1196937],"study_design_scores_gemma":[0.00002356019,0.0001066537,0.01969375,0.002526556,0.00004314279,0.001274535,0.1382646,0.0004652158,0.0002983984,0.3352467,0.502003,0.00005386742],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1412105,0.04766805,0.03023365,0.0630265,0.002443853,0.0002851835,0.0002389037,0.0001254419,0.7147679],"genre_scores_gemma":[0.9529612,0.01254398,0.009928524,0.003078138,0.0004594733,0.0003337146,0.0001055005,0.00009939343,0.02049007],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01320313,"threshold_uncertainty_score":0.04416883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02946732328452303,"score_gpt":0.2650156180589521,"score_spread":0.2355482947744291,"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."}}