{"id":"W7053641486","doi":"","title":"WHAT THEY NEED: DELIVERY OF CAREER DEVELOPMENT TO GRADE TWELVE STUDENTS","year":2002,"lang":"en","type":"article","venue":"Open ULeth Scholarship (OPUS) (University of Lethbridge)","topic":"Magneto-Optical Properties and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Career development; Career portfolio; Cognitive Information Processing; Helpfulness; Career counseling; Career education; Curriculum; Career planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899985,0.0002062603,0.0003562977,0.0001400713,0.0002114155,0.0001638724,0.001644735,0.0001255658,0.0005670061],"category_scores_gemma":[0.00002058232,0.0002379429,0.00009434892,0.0002952889,0.00007362452,0.001126277,0.0006944301,0.0003361625,0.0004029882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177928,"about_ca_system_score_gemma":0.00002373079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004468521,"about_ca_topic_score_gemma":0.0001595213,"domain_scores_codex":[0.9985543,0.00005897978,0.0002639414,0.0003117575,0.0004758634,0.0003351136],"domain_scores_gemma":[0.9989641,0.0000588382,0.00007460549,0.0004950367,0.0001556531,0.000251736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007501572,0.004036007,0.08319612,0.002636441,0.003105239,0.0003206847,0.1068988,0.03006688,0.1507794,0.01292431,0.08201548,0.5232705],"study_design_scores_gemma":[0.007975866,0.0008498777,0.3338411,0.002199699,0.0005956991,0.00003899869,0.03633199,0.006707921,0.04312631,0.0005813703,0.5636285,0.004122647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904902,0.0004320902,0.0006542304,0.001075441,0.0001692265,0.0006629415,0.00002502496,0.00006735594,0.006423496],"genre_scores_gemma":[0.9894702,0.0002889854,0.006872088,0.0001929146,0.00002026024,0.000003870466,0.00001234658,0.00002821502,0.003111072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5191478,"threshold_uncertainty_score":0.9703031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05917051650576439,"score_gpt":0.240778319871421,"score_spread":0.1816078033656567,"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."}}