{"id":"W4394324787","doi":"10.6084/m9.figshare.8091905","title":"TRANSNATIONAL DIALOGUE ON LANGUAGE EDUCATION IN CANADA AND BRAZIL: HOW DO WE MOVE FORWARD IN THE FACE OF NEOCONSERVATIVE/NEOLIBERAL TIMES?","year":2019,"lang":"en","type":"dataset","venue":"Figshare","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Political science; Sociology; Social science","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":[0.002553383,0.0004613283,0.0009028401,0.006024756,0.002892938,0.004175242,0.001437098,0.0008568673,0.01169109],"category_scores_gemma":[0.0183021,0.0003428895,0.0006498537,0.02263355,0.0009630077,0.00240867,0.003065755,0.002066321,0.001689911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01777376,"about_ca_system_score_gemma":0.02248228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9535391,"about_ca_topic_score_gemma":0.9698662,"domain_scores_codex":[0.9979023,0.0005584987,0.0002037765,0.0003519038,0.0004830984,0.0005004741],"domain_scores_gemma":[0.9921511,0.002840988,0.0006079925,0.0007207816,0.003121537,0.0005575617],"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":[0.0002850767,0.00006873737,0.08336874,0.003342461,0.0002408728,0.0005396758,0.0137987,0.001651093,0.0002498211,0.03541734,0.8276238,0.03341354],"study_design_scores_gemma":[0.00005796317,0.000007649171,0.1134304,0.002178924,0.00005590005,0.00009586296,0.01892682,0.0008707816,0.0002180605,0.002567001,0.8615093,0.00008141573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0238175,0.002716943,0.0002762833,0.007855971,0.0001248317,0.00006877531,0.950497,0.00008622441,0.01455644],"genre_scores_gemma":[0.08979378,0.003255614,0.001582924,0.001334225,0.00004632531,0.0005127718,0.8968724,0.0001093497,0.006492663],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04646087,"threshold_uncertainty_score":0.1289583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043741686681326,"score_gpt":0.3882299598265729,"score_spread":0.3444882731452469,"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."}}