{"id":"W3186354277","doi":"10.17645/si.v9i3.4165","title":"Mass University and Social Inclusion: The Paradoxical Effect of Public Policies","year":2021,"lang":"en","type":"article","venue":"Social Inclusion","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Reproduction; Context (archaeology); Public policy; Social reproduction; Inclusion (mineral); Political science; Sociology; Production (economics); Public relations; Public economics; Public administration; Social science; Economic growth; Economics; Geography; Ecology; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001023468,0.00008100069,0.0001644679,0.00003059014,0.008254053,0.00003948096,0.0002245772,0.0001364551,0.0001469417],"category_scores_gemma":[0.0001317266,0.00006540908,0.0000743099,0.0004562243,0.0004684615,0.0001368826,0.0018369,0.0001243598,0.000005705241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349853,"about_ca_system_score_gemma":0.0005774224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631553,"about_ca_topic_score_gemma":0.001762802,"domain_scores_codex":[0.9981836,0.0007465365,0.0001255726,0.0001498418,0.0005745735,0.0002198918],"domain_scores_gemma":[0.9994035,0.0002268308,0.0001057664,0.00006445133,0.0001430289,0.00005637874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005760703,0.0001305231,0.03509809,0.0000431633,0.00005189479,0.00001383359,0.6086968,2.450922e-7,0.002594813,0.3013498,0.01214799,0.03981525],"study_design_scores_gemma":[0.0007661834,0.00005022417,0.08902477,0.00001914209,0.00004245036,9.845864e-7,0.02935718,0.000003439833,0.001099357,0.01585875,0.8635232,0.0002542548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.908635,0.0002158076,0.00005249197,0.07810165,0.0003098219,0.0001265624,0.000008837858,0.00002883652,0.01252105],"genre_scores_gemma":[0.9969866,0.0001604358,0.00005287767,0.0004990565,0.0004369875,0.000001627019,0.000007313883,0.000004666314,0.001850385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8513753,"threshold_uncertainty_score":0.993037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01964030145372925,"score_gpt":0.3132274437882469,"score_spread":0.2935871423345176,"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."}}