{"id":"W3034325861","doi":"10.18682/cdc.vi103.4125","title":"Universidad y trabajo: alianza 5.0. Perspectivas y devenires desde el aula","year":2020,"lang":"es","type":"article","venue":"Cuadernos del Centro de Estudios de Diseño y Comunicación","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Political science; Art","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"],"consensus_categories":[],"category_scores_codex":[0.0008295472,0.0006979961,0.0008799967,0.0001371893,0.001586704,0.0004896633,0.002074646,0.0005266577,0.0007952976],"category_scores_gemma":[0.001708967,0.0007914963,0.0006851468,0.001418681,0.001322443,0.0005161689,0.0004779705,0.001038227,0.0003388933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939651,"about_ca_system_score_gemma":0.003352399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001124148,"about_ca_topic_score_gemma":0.0001899691,"domain_scores_codex":[0.9932235,0.001961493,0.0007448192,0.00118516,0.0009917154,0.001893312],"domain_scores_gemma":[0.9955322,0.000613448,0.0003726152,0.001015722,0.0005380747,0.001927936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006361015,0.002598415,0.519298,0.0004870631,0.0008105506,0.0004386041,0.2356012,0.0002732981,0.0002313154,0.2082135,0.02782682,0.00358516],"study_design_scores_gemma":[0.003038478,0.000337677,0.2638699,0.0001407007,0.0006762953,0.00002150894,0.2290022,0.001482408,0.0001841975,0.001926652,0.4978487,0.001471257],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8864534,0.003343393,0.0005742862,0.09865273,0.0005110358,0.001143858,0.00009812788,0.00039041,0.008832682],"genre_scores_gemma":[0.9919339,0.001821417,0.0005285937,0.00351772,0.0009536439,0.00004553352,0.00003020637,0.00009101707,0.001077915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4700219,"threshold_uncertainty_score":0.9997131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493675687087481,"score_gpt":0.3347025244994039,"score_spread":0.309765767628529,"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."}}