{"id":"W3123208181","doi":"10.1108/pr-07-2020-0563","title":"Freelance job search during times of uncertainty: protean career orientation, career competencies and job search","year":2021,"lang":"en","type":"article","venue":"Personnel Review","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mediation; Population; Psychology; Value (mathematics); Originality; Job analysis; Job shadow; Public relations; Job design; Business; Job satisfaction; Social psychology; Job performance; Sociology; Computer science; Political science","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":[0.00138038,0.0002498183,0.0003016557,0.0007178837,0.002960629,0.002722739,0.0006319676,0.0006519312,0.005738299],"category_scores_gemma":[0.005748156,0.0001540437,0.000272013,0.0005098804,0.002066563,0.0008404452,0.002114804,0.001064198,0.0002040148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003389844,"about_ca_system_score_gemma":0.007364999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1951024,"about_ca_topic_score_gemma":0.316208,"domain_scores_codex":[0.9990618,0.0002101949,0.00002519671,0.00009210056,0.0001834726,0.000427233],"domain_scores_gemma":[0.9963452,0.001336466,0.001026575,0.0001298675,0.0002413761,0.0009205116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001992645,0.0005398511,0.9090228,0.0001691342,0.0001154732,0.0005134423,0.05388517,0.0002585912,0.0004742488,0.002645629,0.001457566,0.03071876],"study_design_scores_gemma":[0.00001088977,0.0001102887,0.9005261,0.0001498366,0.00003510391,0.0001200625,0.09541277,0.000338246,0.0001024944,0.0009576413,0.002210451,0.00002609955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948527,0.0003594114,0.00009497087,0.0006229533,0.0000109412,0.00001835584,0.00004386848,0.000002154407,0.003994669],"genre_scores_gemma":[0.999185,0.0001103609,0.00005442424,0.00008242085,0.000003024447,0.000006319483,0.00002341425,0.000001010833,0.0005340507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1951024,"threshold_uncertainty_score":0.3879335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054612063550672,"score_gpt":0.3963803181199674,"score_spread":0.2909191117649002,"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."}}