{"id":"W4402381170","doi":"10.1002/cdq.12364","title":"Antecedents of mentors’ interpersonal behaviors at work: A cross‐sectional study","year":2024,"lang":"en","type":"article","venue":"The Career Development Quarterly","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cross-sectional study; Psychology; Work (physics); Interpersonal communication; Social psychology; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00106795,0.0003023334,0.0002537308,0.0001982925,0.0001818123,0.0001168808,0.0005274429,0.0001268895,0.001540322],"category_scores_gemma":[0.000007247628,0.00021349,0.0001176814,0.0003375789,0.0000895266,0.00008449237,0.00009608288,0.0002825283,0.0008751763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008094902,"about_ca_system_score_gemma":0.0001376235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001165579,"about_ca_topic_score_gemma":0.00004291371,"domain_scores_codex":[0.9972886,0.0001394335,0.0007522236,0.0005645166,0.0007234512,0.0005317559],"domain_scores_gemma":[0.9992049,0.0001319357,0.0001114664,0.0003459337,0.00008078426,0.0001249594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001899676,0.0003837734,0.7297377,0.00002843353,0.0007350914,0.00006809952,0.2261486,0.000001145518,0.0004937481,0.00009482115,0.007674327,0.03444434],"study_design_scores_gemma":[0.0008467307,0.0005038864,0.9543732,0.0001316587,0.00005605731,0.00003956363,0.007156048,0.00000277825,0.000402419,0.00001951619,0.036101,0.0003671844],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873108,0.0003907535,0.00007478132,0.00009078345,0.009481305,0.0004990047,0.00001340579,0.0001449225,0.001994274],"genre_scores_gemma":[0.942663,0.00000185993,0.00008584122,0.00003354035,0.0001928843,0.0003050543,0.00002632581,0.00003654044,0.05665495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2246355,"threshold_uncertainty_score":0.9999028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04858843668231533,"score_gpt":0.3410235269363486,"score_spread":0.2924350902540333,"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."}}