{"id":"W4412253146","doi":"","title":"APELE Report – Output 1:Report on the existing institutional and legal framework for access to higher education for people with fewer opportunities","year":2020,"lang":"en","type":"report","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Education in Diverse Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"European Commission","keywords":"Computer science; Political science; Public administration; Business","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004305996,0.0002738316,0.0006041103,0.0002818999,0.004718982,0.0002057576,0.001944608,0.0003142958,0.05549953],"category_scores_gemma":[0.002467948,0.000265134,0.0002393277,0.0007846153,0.001659365,0.0006799942,0.0009287026,0.0005443652,0.001167496],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001144863,"about_ca_system_score_gemma":0.01569965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01120375,"about_ca_topic_score_gemma":0.006535306,"domain_scores_codex":[0.9956843,0.0005481251,0.0003060514,0.0007646636,0.00215015,0.0005467483],"domain_scores_gemma":[0.9908935,0.00258179,0.0008244743,0.0007731991,0.004478467,0.0004485214],"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":[0.00072881,0.0001155781,0.00002740886,0.0002787899,0.0002694826,0.000163712,0.006893462,0.00001914216,0.000007371393,0.02981236,0.9594342,0.002249758],"study_design_scores_gemma":[0.0003085699,0.0002424205,0.004134378,0.0004209655,0.0001875988,0.00003675755,0.04438958,0.000004547156,0.00003043158,0.0002007786,0.9497707,0.0002732515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04006129,0.001060904,0.003005368,0.05011337,0.0009889692,0.006215108,0.00040156,0.0000597494,0.8980937],"genre_scores_gemma":[0.2420559,0.0003203339,0.001244355,0.0001631044,0.0002868794,0.000008590301,0.0002252201,0.00002813495,0.7556674],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2019946,"threshold_uncertainty_score":0.9999801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3664045725870636,"score_gpt":0.4324698176087714,"score_spread":0.0660652450217078,"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."}}