{"id":"W2980561689","doi":"10.1108/ijmce-02-2019-0013","title":"Mentorship and well-being","year":2019,"lang":"en","type":"article","venue":"International Journal of Mentoring and Coaching in Education","topic":"Mentoring and Academic Development","field":"Psychology","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Mentorship; Generalizability theory; Context (archaeology); Originality; Meaning (existential); Psychology; Dysfunctional family; Value (mathematics); Medical education; Qualitative research; Pedagogy; Medicine; Social psychology; Sociology; Clinical psychology; Computer science; Social science; Developmental psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004423159,0.0002814091,0.0003747469,0.0007921619,0.001784672,0.003978176,0.0005661559,0.0005660777,0.004949256],"category_scores_gemma":[0.01559051,0.00009797647,0.0005018992,0.0006089511,0.002709387,0.001226805,0.003651189,0.001664553,0.0004153376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009670947,"about_ca_system_score_gemma":0.001374119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001057944,"about_ca_topic_score_gemma":0.001512809,"domain_scores_codex":[0.9948335,0.003313839,0.0002321009,0.0003153539,0.0007126897,0.0005924384],"domain_scores_gemma":[0.9862013,0.004119935,0.002921492,0.0007131965,0.001317605,0.00472632],"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":[0.0003884153,0.001501999,0.3988016,0.001684546,0.0007124381,0.001489283,0.1351279,0.0009527159,0.001837298,0.02509541,0.009505564,0.4229029],"study_design_scores_gemma":[0.00004438866,0.001572024,0.719669,0.001972333,0.0002599841,0.003074941,0.156531,0.0008395231,0.001329589,0.02050981,0.09402826,0.0001690866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9355339,0.009300664,0.00206233,0.007265753,0.0003607533,0.0001092504,0.0001737702,0.00006185175,0.04513164],"genre_scores_gemma":[0.9964419,0.001191169,0.000477696,0.0002008262,0.00004793699,0.0000216612,0.00003518421,0.000008376165,0.001575212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004949256,"threshold_uncertainty_score":0.02339214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01256959990838377,"score_gpt":0.3277884452688352,"score_spread":0.3152188453604515,"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."}}