{"id":"W4312798579","doi":"10.14195/978-989-26-2233-0_37","title":"Vou chamar-te Abdellah","year":2022,"lang":"pt","type":"book-chapter","venue":"Imprensa da Universidade de Coimbra eBooks","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.000712116,0.001290633,0.001110896,0.0006505691,0.002455751,0.0005219888,0.001917643,0.001345572,0.01364708],"category_scores_gemma":[0.0001277047,0.001531104,0.0009660179,0.000113827,0.002462184,0.0003894401,0.0008809901,0.001854666,0.0006321042],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006492712,"about_ca_system_score_gemma":0.003374194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01550857,"about_ca_topic_score_gemma":0.006486504,"domain_scores_codex":[0.993072,0.0005851805,0.001048185,0.001596646,0.001764475,0.001933457],"domain_scores_gemma":[0.9954061,0.0004458162,0.001128203,0.001284697,0.0005931194,0.001142052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000139199,0.00007580448,0.0002509737,0.0001499755,0.0008059218,0.000524518,0.11103,0.00008625485,0.00101458,0.8549565,0.02638539,0.004580824],"study_design_scores_gemma":[0.001208402,0.0001750998,0.0006509121,0.0001316529,0.0005476551,0.0000519809,0.04247541,0.0001513702,0.0003653412,0.0008210043,0.9517223,0.001698926],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02184404,0.0003889637,0.00008043814,0.004994333,0.002718115,0.001924125,0.001989219,0.0005484578,0.9655123],"genre_scores_gemma":[0.1319356,0.0002851745,0.00009347779,0.005382415,0.00100889,0.00001728535,0.0003953105,0.0002074949,0.8606744],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9253368,"threshold_uncertainty_score":0.9999846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1011497655937536,"score_gpt":0.3322461216747027,"score_spread":0.2310963560809491,"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."}}