{"id":"W7119313350","doi":"","title":"Cyborg productions : Brazilian immigrants & social media in Canada","year":2020,"lang":"pt","type":"dissertation","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Social media; Ethnic group; Context (archaeology)","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":[0.0008004801,0.0003630011,0.0003640807,0.002010689,0.01584675,0.006362386,0.0008577736,0.0008343498,0.008471582],"category_scores_gemma":[0.002809205,0.0002766119,0.0002823244,0.0059028,0.003092819,0.001710898,0.003054896,0.001698611,0.0005511222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02821487,"about_ca_system_score_gemma":0.063317,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9900255,"about_ca_topic_score_gemma":0.9956799,"domain_scores_codex":[0.9991162,0.00009727704,0.00002202126,0.00009082604,0.0002045711,0.0004689544],"domain_scores_gemma":[0.9978629,0.0002257127,0.0002098688,0.00004024968,0.000778327,0.0008829902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001476731,0.0002258686,0.1714714,0.0002415906,0.0000357928,0.002551445,0.7008252,0.00008321106,0.001021089,0.01486755,0.02647239,0.08205684],"study_design_scores_gemma":[0.000007271292,0.00002727277,0.1305771,0.0001861432,0.00002146531,0.0001649314,0.8205161,0.00006456754,0.0001968092,0.0002269524,0.04797657,0.00003473683],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.948867,0.002045053,0.00009329292,0.008520294,0.0001295834,0.00005593773,0.0004918881,0.00001389076,0.039783],"genre_scores_gemma":[0.9562831,0.004546184,0.0001570589,0.0007591217,0.00003216643,0.00002573918,0.000227501,0.00002797065,0.03794125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02821487,"threshold_uncertainty_score":0.2047142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02869027166224336,"score_gpt":0.2734524255452965,"score_spread":0.2447621538830532,"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."}}