{"id":"W7039602793","doi":"","title":"A mentoring community in STEM: Fostering STEM identity within universities","year":2023,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Underrepresented Minority; Identity (music); Undergraduate research; Peer mentoring; Graduate students; Value (mathematics); Career Pathways; Career development","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006844361,0.0002807252,0.0003062612,0.0009389807,0.02083185,0.008304673,0.001583674,0.001105214,0.003060418],"category_scores_gemma":[0.007960726,0.0002164018,0.0003196738,0.000810383,0.007013725,0.00373621,0.01459376,0.002478273,0.0003563972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007600498,"about_ca_system_score_gemma":0.03273807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05132634,"about_ca_topic_score_gemma":0.2135013,"domain_scores_codex":[0.9954469,0.002793618,0.00006257783,0.0001829371,0.000565657,0.0009483851],"domain_scores_gemma":[0.9922305,0.001191639,0.0004504987,0.0003406226,0.0006554594,0.005131314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009769209,0.0006415354,0.03421909,0.0003011344,0.00001804716,0.001021258,0.7496859,0.0001315544,0.001753373,0.01102177,0.009939294,0.1911694],"study_design_scores_gemma":[0.00002080799,0.0002694286,0.02745067,0.0005112805,0.00002859808,0.0003709394,0.8908876,0.0002901146,0.0008514038,0.003968101,0.07530177,0.00004930158],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560037,0.0009327731,0.002703351,0.01093122,0.0002032891,0.000314335,0.00004122965,0.00005626608,0.02881389],"genre_scores_gemma":[0.9928437,0.0006056003,0.00234584,0.000767953,0.00002459929,0.00008603036,0.00001862692,0.00001089701,0.003296689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05132634,"threshold_uncertainty_score":0.1020552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1457005483341517,"score_gpt":0.2921821476177481,"score_spread":0.1464815992835964,"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."}}