{"id":"W7115568648","doi":"10.82396/cjcd.v5i1.2997","title":"Evaluation of an Online Psychoeducational Career Workshop","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Medicine Hat College; University of Calgary","funders":"","keywords":"Career development; Online course; Focus group; Career counseling; Online assessment; Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0127489,0.0008066615,0.0004808226,0.001012039,0.002406529,0.001699001,0.002440534,0.0009078048,0.007037106],"category_scores_gemma":[0.01793101,0.0004225288,0.0007115053,0.0005946145,0.0005040714,0.0007378039,0.003289039,0.001614501,0.001757974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001453107,"about_ca_system_score_gemma":0.004258783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003806897,"about_ca_topic_score_gemma":0.007871056,"domain_scores_codex":[0.9943574,0.002984473,0.0003042376,0.0003865416,0.00105238,0.0009148901],"domain_scores_gemma":[0.9806371,0.006674897,0.00070895,0.001533531,0.004431473,0.006013959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006054918,0.1195309,0.01953043,0.001508206,0.000114163,0.002000706,0.02272559,0.005108329,0.01971609,0.0007608582,0.01009221,0.7928575],"study_design_scores_gemma":[0.01214824,0.2691579,0.2970201,0.001627453,0.0005214768,0.002604456,0.08995745,0.01908047,0.1073436,0.002257714,0.197533,0.0007481332],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605713,0.0001606272,0.01119553,0.0007591478,0.0003750412,0.009820254,0.0006084324,0.0005871571,0.0159225],"genre_scores_gemma":[0.9121427,0.0005195559,0.04971917,0.0007232917,0.0001908107,0.01084469,0.001519077,0.0002010674,0.02413969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127489,"threshold_uncertainty_score":0.0674234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06778199429656248,"score_gpt":0.3142154214218942,"score_spread":0.2464334271253317,"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."}}