{"id":"W4250071344","doi":"10.4000/rccs.6509","title":"Wall, Karin; Almeida, Ana N. de; Vieira, Maria M.; Cunha, Vanessa (coords.); Rodrigues, Leonor; Coelho, Filipa; Leitão, Mafalda; Atalaia, Susana (2015), Impactos da crise nas crianças portuguesas: indicadores, políticas, representações","year":2016,"lang":"pt","type":"article","venue":"Revista crítica de ciências sociais/Revista crítica de ciências sociais","topic":"Social Sciences and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Art; Humanities","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01496867,0.00379069,0.005602516,0.001149841,0.007804258,0.006207838,0.007706612,0.0042866,0.01172373],"category_scores_gemma":[0.01914932,0.003596409,0.00396151,0.006514889,0.009366526,0.003138972,0.002327805,0.003188493,0.001541301],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01206392,"about_ca_system_score_gemma":0.01316214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04715781,"about_ca_topic_score_gemma":0.0111516,"domain_scores_codex":[0.9654681,0.007220168,0.00533068,0.005044969,0.005580275,0.01135582],"domain_scores_gemma":[0.9762861,0.006352218,0.004074254,0.004385172,0.002254677,0.006647538],"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":[0.0004559647,0.001739096,0.1658525,0.001237903,0.001749119,0.0008496772,0.05573887,0.000006181449,0.001650336,0.131049,0.6264622,0.01320914],"study_design_scores_gemma":[0.004325727,0.0009115046,0.1687507,0.002819784,0.004441009,0.0001689176,0.06268307,0.000304095,0.000334261,0.01256673,0.7351815,0.007512696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6222662,0.08037236,0.007226329,0.1827769,0.006400544,0.01504355,0.01044258,0.004809856,0.07066163],"genre_scores_gemma":[0.9355654,0.02213695,0.0007241532,0.008091339,0.00663695,0.0005178755,0.0003290469,0.0007756691,0.02522268],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3132991,"threshold_uncertainty_score":0.9992361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04368644175759577,"score_gpt":0.3488328173631039,"score_spread":0.3051463756055081,"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."}}