{"id":"W3203824013","doi":"10.1371/journal.pcbi.1009330","title":"Ten simple rules for choosing a PhD supervisor","year":2021,"lang":"en","type":"editorial","venue":"PLoS Computational Biology","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Simple (philosophy); Supervisor; Computer science; Management; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03925188,0.002554789,0.002359645,0.003769408,0.008319759,0.01519625,0.004859211,0.03189889,0.009462882],"category_scores_gemma":[0.1896707,0.001870902,0.002169495,0.001693256,0.009290752,0.007304281,0.003434828,0.04697571,0.008585644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006103611,"about_ca_system_score_gemma":0.01135274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757836,"about_ca_topic_score_gemma":0.02425282,"domain_scores_codex":[0.976945,0.007465411,0.003309309,0.00213028,0.008682832,0.001467082],"domain_scores_gemma":[0.827491,0.1218825,0.003621361,0.00343415,0.0345261,0.009044817],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001536825,0.000006250271,0.00002744044,0.00008067348,0.00001201786,0.00004210161,0.00004060658,0.00003920875,0.00001814169,0.002761603,0.9916576,0.005299058],"study_design_scores_gemma":[0.000103106,0.00001937018,0.0003132109,0.0009333489,0.00009444508,0.0001172623,0.000233986,0.0007173956,0.000144653,0.02054757,0.9766882,0.00008743769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00007034218,0.001728165,0.001268889,0.152599,0.8410552,0.00003251362,0.00008325624,0.00009185126,0.003070807],"genre_scores_gemma":[0.004134704,0.003509009,0.003622043,0.157022,0.8063341,0.0002287897,0.0001110643,0.0003047367,0.02473356],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.9607481,"threshold_uncertainty_score":0.2075862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2601179777737633,"score_gpt":0.5312037553176054,"score_spread":0.2710857775438421,"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."}}