{"id":"W2336176313","doi":"10.1177/0894845316633524","title":"Career Education at the Elementary School Level","year":2016,"lang":"en","type":"article","venue":"Journal of Career Development","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Mainstream; Career education; Variety (cybernetics); Psychology; Medical education; Psychological intervention; Pedagogy; Career development; Mathematics education; Vocational education; Political science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001571177,0.0001325691,0.0001696823,0.000143908,0.000710837,0.0000752313,0.0005630546,0.0000713308,0.002141755],"category_scores_gemma":[0.0002325047,0.00007589265,0.0001171163,0.0002025009,0.0001436223,0.0003999531,0.0002015527,0.00012021,0.0002053137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002078915,"about_ca_system_score_gemma":0.004264929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084486,"about_ca_topic_score_gemma":0.002728062,"domain_scores_codex":[0.9976463,0.0001244617,0.0004435325,0.0001430531,0.001314737,0.0003278708],"domain_scores_gemma":[0.9983047,0.0001191211,0.0003153899,0.0001464167,0.0008283643,0.0002860398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008207162,0.00007106216,0.3245281,0.000008014716,0.0001795419,0.0000159358,0.01815932,7.229108e-7,0.0005664289,0.000589127,0.4516202,0.2041795],"study_design_scores_gemma":[0.0004335809,0.00001642448,0.2033135,0.00007265125,0.00002900374,0.00001105721,0.007423072,1.820014e-8,0.001706781,0.0002070898,0.7866336,0.000153243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9492971,0.0008704282,0.000530466,0.01997628,0.003551411,0.0003278657,0.00001147892,0.00002555626,0.02540946],"genre_scores_gemma":[0.9480162,0.0002593464,0.00309964,0.001547527,0.0007592312,0.000009763095,0.000005613133,0.00001364037,0.04628907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350134,"threshold_uncertainty_score":0.9987704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06216507310436324,"score_gpt":0.2823682009359126,"score_spread":0.2202031278315493,"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."}}