{"id":"W4281680037","doi":"10.1002/fee.2518","title":"Mentoring is more than a mentor","year":2022,"lang":"en","type":"review","venue":"Frontiers in Ecology and the Environment","topic":"Turfgrass Adaptation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mentorship; Public relations; Professional development; Passion; Work (physics); Sociology; Political science; Medical education; Psychology; Pedagogy; Engineering; Medicine","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":[0.02978471,0.001343266,0.001283592,0.001776291,0.009941692,0.02430011,0.003028633,0.006474431,0.02568524],"category_scores_gemma":[0.079462,0.0006388352,0.001421912,0.001431711,0.01259242,0.01927111,0.01954503,0.01580909,0.01614235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003513551,"about_ca_system_score_gemma":0.01066582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001228748,"about_ca_topic_score_gemma":0.002385327,"domain_scores_codex":[0.9280161,0.03918872,0.002583755,0.004430472,0.02134032,0.004440673],"domain_scores_gemma":[0.8706029,0.02706889,0.006882261,0.01469387,0.02051953,0.06023257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001375441,0.0004305638,0.004476393,0.001092511,0.0001860164,0.0009218238,0.01564114,0.0003126069,0.001537322,0.05690014,0.6136805,0.3046835],"study_design_scores_gemma":[0.00003921908,0.0002662328,0.001466988,0.001357664,0.00005882811,0.001003377,0.00801766,0.0002282924,0.0005718371,0.03101512,0.9558715,0.0001032208],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0143939,0.02150928,0.02485912,0.6915061,0.05241274,0.0002994681,0.0002511182,0.002317371,0.1924509],"genre_scores_gemma":[0.3711762,0.02367432,0.03475568,0.2923937,0.03004078,0.0006779453,0.0006997351,0.002550098,0.2440315],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02978471,"threshold_uncertainty_score":0.1575185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506163663481767,"score_gpt":0.2367878151753007,"score_spread":0.2217261785404831,"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."}}