{"id":"W6982082157","doi":"","title":"Graduate Students / Étudiants aux cycles supérieures","year":2020,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Graduate students; Higher education; Graduate research","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":[0.01291418,0.0009590458,0.0008177999,0.002691709,0.005350123,0.008778092,0.00154457,0.003119571,0.05518586],"category_scores_gemma":[0.03415152,0.0007104069,0.001421532,0.00280653,0.003937128,0.004156329,0.005773619,0.009147853,0.0160424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006938217,"about_ca_system_score_gemma":0.007799669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01114908,"about_ca_topic_score_gemma":0.01125303,"domain_scores_codex":[0.9827214,0.008085572,0.0005770149,0.002043293,0.004725923,0.001846882],"domain_scores_gemma":[0.9789482,0.005960899,0.001078102,0.002191197,0.005697571,0.006124178],"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":[0.0007144137,0.0006039288,0.008363028,0.000684734,0.00005535821,0.001752307,0.04190102,0.000361594,0.003955462,0.2864755,0.3276096,0.327523],"study_design_scores_gemma":[0.00003650557,0.00006927706,0.002668818,0.0001529405,0.0000047908,0.0003640449,0.006073624,0.0001401521,0.001067075,0.004100447,0.9852954,0.00002693514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1386005,0.02169774,0.039885,0.1105762,0.03995892,0.001133393,0.002464712,0.003156855,0.6425266],"genre_scores_gemma":[0.2923141,0.00868147,0.01438555,0.0118816,0.01135406,0.001421945,0.001412296,0.001811422,0.6567376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05518586,"threshold_uncertainty_score":0.1846151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453500871731823,"score_gpt":0.3226536950051511,"score_spread":0.2681186862878329,"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."}}