{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006703896,0.001019547,0.001367123,0.0003685409,0.004616636,0.0003220141,0.001275992,0.001088254,0.0001611398],"category_scores_gemma":[0.001385566,0.001029707,0.0005358981,0.002231251,0.00008180568,0.0006322318,0.0003326608,0.001977909,0.000038531],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005999989,"about_ca_system_score_gemma":0.008665415,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02662008,"about_ca_topic_score_gemma":0.9850487,"domain_scores_codex":[0.9921501,0.001097073,0.001530138,0.001531015,0.002109788,0.001581877],"domain_scores_gemma":[0.9966167,0.0003927503,0.0009303277,0.0003455317,0.0009662507,0.0007484471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007351184,0.00072677,0.001274548,0.0004297815,0.0006169336,0.0006595261,0.4909617,0.00002870154,0.0006657652,0.486976,0.01190645,0.00501868],"study_design_scores_gemma":[0.0009302579,0.00004906833,0.03546024,0.0003380349,0.0002112212,0.00005604644,0.1935709,0.00006859531,0.0001456505,0.0004462475,0.7674694,0.001254317],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4273167,0.00208371,0.00004164578,0.2729626,0.01894503,0.003217441,0.0009334474,0.0005956917,0.2739037],"genre_scores_gemma":[0.9920161,0.0005463733,0.00007852806,0.0002518374,0.003231631,0.0003864967,0.001326099,0.0000873787,0.002075522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9584287,"threshold_uncertainty_score":0.9992153,"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."}}