{"id":"W2902204032","doi":"10.1002/joec.12095","title":"Action‐Oriented Hope: An Agent of Change for Internationally Educated Professionals","year":2018,"lang":"en","type":"article","venue":"Journal of Employment Counseling","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Saskatchewan Health Authority","funders":"","keywords":"Licensure; Psychological intervention; Psychology; Action (physics); Exploratory research; Medical education; Applied psychology; Nursing; Medicine; Sociology","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":[0.003321615,0.0002066357,0.000214747,0.0004908342,0.001683586,0.002778346,0.0005188882,0.0005286121,0.001622733],"category_scores_gemma":[0.007736464,0.0001719199,0.0003491081,0.0002269568,0.002155129,0.001175554,0.002777902,0.002274794,0.0001113889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019787,"about_ca_system_score_gemma":0.004101146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003995852,"about_ca_topic_score_gemma":0.009811294,"domain_scores_codex":[0.9985812,0.0007349587,0.00002958056,0.00007508162,0.0003095651,0.0002696696],"domain_scores_gemma":[0.9966063,0.0009703733,0.0007329829,0.0001884338,0.0003178118,0.001184071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006123358,0.003089653,0.4190179,0.0006633209,0.0002802133,0.0008077485,0.1556467,0.0006151984,0.004948034,0.04097023,0.008394656,0.3649539],"study_design_scores_gemma":[0.0001769439,0.002311115,0.6140043,0.0007342479,0.0002560247,0.0009597545,0.2926834,0.00295677,0.003377038,0.02381446,0.05856372,0.0001622487],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639013,0.0005669702,0.003335871,0.006828144,0.0001187116,0.0001301663,0.00004469529,0.00006145467,0.0250126],"genre_scores_gemma":[0.9976593,0.0001564611,0.001133845,0.000173446,0.000009105156,0.00002482046,0.00001367075,0.000004551569,0.0008246936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003995852,"threshold_uncertainty_score":0.01756662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1276364130996422,"score_gpt":0.433760951876718,"score_spread":0.3061245387770758,"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."}}