{"id":"W7052038538","doi":"","title":"Presentation on Peer Mentorship","year":2021,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mentorship; Graduation (instrument); Workforce; Presentation (obstetrics); Population; Psychosocial","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006218198,0.001336025,0.0007060377,0.001604078,0.00491919,0.009338679,0.002991244,0.003760303,0.4078963],"category_scores_gemma":[0.03013537,0.0002884926,0.001066454,0.001352544,0.001561445,0.005499407,0.01131912,0.005253451,0.177009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002815968,"about_ca_system_score_gemma":0.009645374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001984302,"about_ca_topic_score_gemma":0.00581523,"domain_scores_codex":[0.9900923,0.002290723,0.0003750417,0.0008485802,0.005221341,0.001171894],"domain_scores_gemma":[0.9753819,0.002309233,0.0008999628,0.001730116,0.01025026,0.009428545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004109748,0.0001195212,0.0002626109,0.000205779,0.000008286868,0.0001381172,0.0005915895,0.0000664945,0.0003111588,0.004929912,0.8875321,0.1057933],"study_design_scores_gemma":[0.0000132646,0.00005330452,0.0002827338,0.0001571115,0.000003678075,0.00009671976,0.0005332974,0.0000646565,0.0001529094,0.001782919,0.9968479,0.00001149039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004886533,0.005304433,0.009706171,0.09001443,0.1206062,0.001497131,0.001935757,0.002658328,0.763391],"genre_scores_gemma":[0.02212671,0.004161249,0.00260104,0.01641686,0.02310455,0.0008149946,0.0009370309,0.0008318903,0.9290057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4078963,"threshold_uncertainty_score":0.8445641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08714651002241365,"score_gpt":0.3386693103980569,"score_spread":0.2515228003756433,"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."}}