{"id":"W4394831438","doi":"10.7202/1110124ar","title":"Discours progressiste et crises des institutions éducatives : l’Horizon 2030 de l’UNESCO contre le sujet","year":2023,"lang":"fr","type":"article","venue":"Cahiers Société","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["sts"],"category_scores_codex":[0.00294164,0.0002630859,0.0003326567,0.0001255381,0.003250401,0.0001547187,0.0003820231,0.0004313168,0.0001624288],"category_scores_gemma":[0.002540997,0.0002907591,0.0002334881,0.001093321,0.01369273,0.0007003156,0.00004119521,0.0005258698,0.0001413807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005796756,"about_ca_system_score_gemma":0.005130424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249511,"about_ca_topic_score_gemma":0.0007146148,"domain_scores_codex":[0.9965165,0.001542852,0.0003427158,0.0004395626,0.0002942831,0.0008641427],"domain_scores_gemma":[0.996951,0.002017176,0.0002202684,0.0002157906,0.0002821131,0.0003136665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003680047,0.0001972208,0.003973853,0.000069511,0.000121402,0.000003969722,0.2603981,0.00003486023,0.00003396939,0.7052364,0.0214438,0.008483218],"study_design_scores_gemma":[0.0003385431,0.00006610527,0.01075816,0.0001756788,0.00009895727,0.000004330221,0.7471722,0.00001323796,0.0000319203,0.05492093,0.1861112,0.0003087769],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5989479,0.01273468,0.0004990079,0.2277489,0.00903989,0.0006290898,0.0001707827,0.0003833317,0.1498464],"genre_scores_gemma":[0.9423534,0.007353245,0.001460014,0.0006267103,0.002837824,0.0002638083,0.00018299,0.00003762939,0.0448844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6503155,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3214067570505814,"score_gpt":0.5228112733029566,"score_spread":0.2014045162523752,"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."}}