{"id":"W7017707780","doi":"","title":"Chaves do exílio e portas da esperança","year":2016,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Sociology and Education in Brazil","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Latin Americans; Context (archaeology); Government (linguistics); Period (music); Socialism","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01732993,0.0004067628,0.0004740541,0.004231326,0.006523846,0.0003481341,0.002062794,0.0009535802,0.0005853894],"category_scores_gemma":[0.01320882,0.000319129,0.0001339945,0.007859017,0.0174785,0.001319858,0.0005118243,0.0008436755,0.0001691238],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008790097,"about_ca_system_score_gemma":0.007081565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000200088,"about_ca_topic_score_gemma":0.00006989262,"domain_scores_codex":[0.9918461,0.0003157302,0.0007942066,0.001784708,0.00276155,0.00249771],"domain_scores_gemma":[0.9929922,0.002138387,0.0003576407,0.0005234178,0.003493234,0.0004951452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001397052,0.0007693705,0.06089624,0.0001064042,0.0001750627,0.00001872122,0.009471131,1.801628e-7,0.008094708,0.6124001,0.2017173,0.1062112],"study_design_scores_gemma":[0.003207294,0.002645094,0.01918888,0.0006299939,0.00007501867,0.000134688,0.03684944,0.0001123067,0.008016646,0.5840099,0.3430891,0.002041572],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7886927,0.02124553,0.0006653797,0.103699,0.005574952,0.005641232,0.001146618,0.0008177396,0.07251677],"genre_scores_gemma":[0.9331734,0.005392445,0.0003285071,0.0001047583,0.0005809895,0.0008912509,0.00004144632,0.00003656617,0.0594507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444806,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1170358636404447,"score_gpt":0.4439752478548679,"score_spread":0.3269393842144233,"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."}}