{"id":"W7020353232","doi":"","title":"L'equitat i el rendiment de l'alumnat d'origen estranger català a les proves PISA 2015: una anàlisi quantitativa transversal entre Catalunya, Espanya i les economies de l'OCDE","year":2018,"lang":"ca","type":"dissertation","venue":"Repositori digital de la UPF (Universitat Pompeu Fabra)","topic":"Immigration and Intercultural Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Economic shortage; Social impact","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000577523,0.0009446603,0.0007886636,0.0005014411,0.001912958,0.002045726,0.001110335,0.00117227,0.0004085991],"category_scores_gemma":[0.0003268896,0.001043351,0.00071431,0.000584727,0.00095629,0.003865178,0.00009288188,0.0007366132,0.0002196795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360619,"about_ca_system_score_gemma":0.002452127,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01652481,"about_ca_topic_score_gemma":0.004723667,"domain_scores_codex":[0.9951676,0.0006111341,0.000799656,0.00123595,0.0008439038,0.001341784],"domain_scores_gemma":[0.9967796,0.0005310661,0.0008503443,0.0005174122,0.0006252893,0.0006963169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001376019,0.001436604,0.008729156,0.001130467,0.0018313,0.0003036472,0.8254183,0.0001081377,0.02762991,0.04136791,0.07199952,0.01866907],"study_design_scores_gemma":[0.001800358,0.001230918,0.01672694,0.001770506,0.001062859,0.0001418035,0.7666186,0.0005500541,0.02337475,0.00167907,0.1822883,0.002755873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327126,0.001112448,0.0004458102,0.002208793,0.00273295,0.001022205,0.0004962861,0.0002600476,0.05900887],"genre_scores_gemma":[0.9438475,0.0004962693,0.000871697,0.00007430185,0.001220116,0.00003837056,0.002757401,0.0001049713,0.05058937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1102887,"threshold_uncertainty_score":0.9993864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008952051910650492,"score_gpt":0.3163867150747425,"score_spread":0.307434663164092,"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."}}