{"id":"W73743260","doi":"","title":"Researcher Education in the Social Sciences: Canadian Perspectives About Research Skill Development","year":2009,"lang":"en","type":"article","venue":"","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedagogy; Sociology; Political science; Mathematics education; Psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03702204,0.0007193787,0.0008908419,0.00632614,0.06994296,0.02431142,0.003519212,0.00719867,0.005490076],"category_scores_gemma":[0.03929583,0.000897354,0.0007144636,0.009505298,0.05271317,0.009652966,0.01388686,0.0118875,0.0003591873],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1653166,"about_ca_system_score_gemma":0.3342537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.972328,"about_ca_topic_score_gemma":0.9811034,"domain_scores_codex":[0.9616755,0.01678864,0.001049202,0.001825015,0.008563532,0.01009807],"domain_scores_gemma":[0.9312109,0.03186562,0.003187141,0.001639681,0.01527075,0.01682582],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000040788,0.00003375284,0.005578479,0.0002548125,0.0000121666,0.0008453071,0.7951631,0.0001436595,0.0004499237,0.1663725,0.01174945,0.01935607],"study_design_scores_gemma":[0.00001531976,0.00003179881,0.006408594,0.0005713748,0.00001663826,0.0004033965,0.7671548,0.0001989352,0.0001691534,0.01839503,0.2065444,0.00009057644],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1658016,0.02767506,0.004556821,0.4792092,0.001181528,0.0001838434,0.0002382417,0.00008260178,0.3210712],"genre_scores_gemma":[0.949371,0.01666699,0.00203502,0.01401164,0.0001772965,0.00007876853,0.00005217122,0.00005242433,0.01755471],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9629779,"threshold_uncertainty_score":0.9681144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6018649046846375,"score_gpt":0.6970619688980387,"score_spread":0.09519706421340124,"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."}}