{"id":"W2917530611","doi":"","title":"Introduction to the Special Issue: Proceedings from the 2016 Atlantic Education Graduate Student Conference","year":2017,"lang":"en","type":"article","venue":"Antistasis","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Medical education; Library science; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.004214193,0.002100396,0.001672634,0.002757614,0.003573718,0.009926399,0.002276309,0.008108746,0.0812402],"category_scores_gemma":[0.008443256,0.0005204019,0.00135771,0.001786303,0.001012261,0.003266303,0.003571191,0.008281782,0.02787106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002857592,"about_ca_system_score_gemma":0.006208805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005163497,"about_ca_topic_score_gemma":0.01813466,"domain_scores_codex":[0.9980789,0.0002473345,0.0001871756,0.0002513236,0.0009026333,0.0003326869],"domain_scores_gemma":[0.991867,0.001376347,0.0005794572,0.0002687335,0.002992807,0.002915666],"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":[0.00001588505,0.00002480977,0.00007515454,0.00009203316,0.000003003304,0.00003531986,0.00001905592,0.00001777326,0.00003897446,0.0001711403,0.9922786,0.007228334],"study_design_scores_gemma":[0.00001625355,0.00003228138,0.001602962,0.0003093442,0.000009161118,0.00006746883,0.0002163456,0.00003706861,0.00005914036,0.0004852678,0.9971467,0.00001808849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0004570362,0.01346667,0.0001865591,0.09812141,0.8671242,0.0001051989,0.0005225384,0.00008008008,0.01993627],"genre_scores_gemma":[0.004530014,0.01969596,0.0004595221,0.04300378,0.7664256,0.0002340275,0.001085572,0.0002072831,0.1643583],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.0812402,"threshold_uncertainty_score":0.2717755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09097357036769992,"score_gpt":0.4600177303117081,"score_spread":0.3690441599440082,"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."}}