{"id":"W4399626276","doi":"10.1177/10690727241256046","title":"Improving School-to-Work Transitions: Antecedents of High-Quality Intern-Supervisor Exchanges","year":2024,"lang":"en","type":"article","venue":"Journal of Career Assessment","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Concordia University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Supervisor; Psychology; Quality (philosophy); Work (physics); Applied psychology; Social psychology; Management; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003332669,0.0001416616,0.0003604935,0.0001951936,0.0001379378,0.000222365,0.000408033,0.00007856582,0.0004599075],"category_scores_gemma":[0.0001962887,0.0001185449,0.000279082,0.0003874575,0.0001145965,0.000392619,0.00006647078,0.0002705072,0.00001053017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006909478,"about_ca_system_score_gemma":0.0004872803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001571176,"about_ca_topic_score_gemma":0.0008974273,"domain_scores_codex":[0.9969589,0.0004287428,0.0007823215,0.0002080705,0.001327853,0.0002940723],"domain_scores_gemma":[0.9987306,0.0001528771,0.0002047482,0.0001952889,0.000426233,0.0002902814],"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":[0.0006529824,0.003066224,0.3661773,0.003916758,0.002326552,0.0002130174,0.1518886,0.0004748973,0.04197833,0.03371686,0.02470046,0.3708881],"study_design_scores_gemma":[0.003181666,0.003347781,0.7367415,0.00664158,0.001107144,0.00002304238,0.1864986,0.000119774,0.007053244,0.01522903,0.03846711,0.001589488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707631,0.000998745,0.01319649,0.009357071,0.002660441,0.000397997,0.0000313481,0.00003683582,0.002558005],"genre_scores_gemma":[0.9970327,0.0002390419,0.001717706,0.0001612692,0.000584961,0.0000150518,0.000002174456,0.0000149181,0.0002321666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3705643,"threshold_uncertainty_score":0.5035664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.209858018564257,"score_gpt":0.4728258838080963,"score_spread":0.2629678652438393,"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."}}