{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210549,0.0002254716,0.0001953613,0.0004837333,0.002238252,0.001799902,0.0007424293,0.0006364414,0.005697316],"category_scores_gemma":[0.006100143,0.0003430218,0.0001776301,0.0005302274,0.0003222749,0.0006697209,0.001423825,0.0009063127,0.001078189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002708952,"about_ca_system_score_gemma":0.009199498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1048239,"about_ca_topic_score_gemma":0.3108198,"domain_scores_codex":[0.9990386,0.0001488611,0.00003620286,0.0000479696,0.0002849021,0.0004435426],"domain_scores_gemma":[0.9957842,0.0002591968,0.0004701932,0.0000780362,0.0006197885,0.002788598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001947736,0.001694485,0.6628723,0.0003016386,0.00002439924,0.000626016,0.04770134,0.0002814646,0.001894095,0.000407608,0.01431723,0.2696846],"study_design_scores_gemma":[0.00002577827,0.0005971989,0.9217058,0.000190397,0.00001940868,0.0001882009,0.06013613,0.0001792314,0.0004070458,0.000111941,0.01641208,0.00002676046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.990972,0.0001418963,0.0000861014,0.001831159,0.00002744925,0.00006130136,0.0002110461,0.00004059582,0.00662839],"genre_scores_gemma":[0.9930541,0.0002570444,0.0006196051,0.0002352376,0.000007791073,0.00004955257,0.0002460515,0.000008417139,0.00552228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1048239,"threshold_uncertainty_score":0.2084275,"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."}}