{"id":"W2915427836","doi":"10.1177/1038416218790239","title":"Career counselling strategies to enhance the vocational wellness of journalists","year":2019,"lang":"en","type":"article","venue":"Australian Journal of Career Development","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Realm; Career development; Public relations; Vocational education; Journalism; Psychological intervention; Work (physics); Psychology; Sociology; Political science; Engineering ethics; Pedagogy; Media studies; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002295061,0.0002301071,0.0002394279,0.0007658628,0.003892575,0.001716374,0.0008438355,0.001643053,0.009378324],"category_scores_gemma":[0.007232113,0.0001687866,0.0002887735,0.000338732,0.0006916944,0.0009198538,0.002865041,0.001873538,0.0013351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006983125,"about_ca_system_score_gemma":0.00368648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001340604,"about_ca_topic_score_gemma":0.005737562,"domain_scores_codex":[0.9989617,0.0005349552,0.00002697835,0.00004383824,0.0002131421,0.0002193135],"domain_scores_gemma":[0.9971547,0.001002361,0.0002308957,0.00005418902,0.0002283842,0.001329551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000236949,0.007372951,0.013093,0.001764067,0.00006189766,0.002788749,0.09010288,0.0005559952,0.005483385,0.009147332,0.07835168,0.7910411],"study_design_scores_gemma":[0.0006631793,0.003658476,0.1180321,0.006272045,0.0001551528,0.008028355,0.2336234,0.002719768,0.003104099,0.03917855,0.5843868,0.0001779798],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6981787,0.01098278,0.01964643,0.10966,0.002112379,0.001624479,0.00009212135,0.0006242216,0.157079],"genre_scores_gemma":[0.8985144,0.01052253,0.04469364,0.009515814,0.000684366,0.0009188536,0.000109094,0.00005582014,0.03498559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009378324,"threshold_uncertainty_score":0.03137356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04224891289458325,"score_gpt":0.3205912218897291,"score_spread":0.2783423089951458,"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."}}