{"id":"W2900676991","doi":"10.7202/1053490ar","title":"Pour un postdoctorat réussi : les douze pièges à éviter1","year":2018,"lang":"fr","type":"article","venue":"Politique et Sociétés","topic":"Doctoral Education Challenges and Solutions","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.009014949,0.0005102988,0.0005903044,0.001199663,0.02069071,0.01124407,0.001803178,0.005814072,0.03606156],"category_scores_gemma":[0.02357733,0.0005097944,0.0004856095,0.001780039,0.0111256,0.01022192,0.01465036,0.009965686,0.008486339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007941131,"about_ca_system_score_gemma":0.0274874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01319353,"about_ca_topic_score_gemma":0.03745734,"domain_scores_codex":[0.9917487,0.003062671,0.0002122063,0.0007650579,0.00185039,0.00236107],"domain_scores_gemma":[0.9806445,0.004291839,0.001377262,0.001150857,0.003022019,0.009513554],"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":[0.0001621934,0.0002775647,0.02426964,0.0005683213,0.00003409641,0.0025991,0.2134451,0.0001121304,0.001612463,0.2071694,0.3506762,0.1990737],"study_design_scores_gemma":[0.00001190845,0.0001193288,0.0102223,0.000668332,0.000009346359,0.001387511,0.120422,0.00006020302,0.0003750117,0.01341837,0.8532668,0.00003888772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1575236,0.01856354,0.003815479,0.677126,0.007223044,0.00009443653,0.0001961209,0.0001887469,0.135269],"genre_scores_gemma":[0.5567642,0.01316284,0.003936107,0.1054777,0.002565668,0.0001729721,0.0002209564,0.000412934,0.3172866],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.990985,"threshold_uncertainty_score":0.1206379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3971565016519037,"score_gpt":0.6195765121052184,"score_spread":0.2224200104533147,"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."}}