{"id":"W4210358446","doi":"10.51657/ric.v5i2.51179","title":"Universités, Complexité et Politiques Publiques en Temps de Crise","year":2022,"lang":"fr","type":"article","venue":"Revue internationale du CRIRES innover dans la tradition de Vygotsky","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001796497,0.0002477371,0.0002459102,0.00042826,0.0008316737,0.0003169971,0.001345936,0.0001500903,0.00386925],"category_scores_gemma":[0.000665168,0.000336245,0.0002434134,0.0007772421,0.0005748274,0.001093386,0.0003184186,0.0007417607,0.00003758742],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004459015,"about_ca_system_score_gemma":0.001566051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01492496,"about_ca_topic_score_gemma":0.001779785,"domain_scores_codex":[0.9949195,0.003212106,0.0004602677,0.000355385,0.0006053518,0.0004473268],"domain_scores_gemma":[0.9972356,0.001464794,0.000308865,0.00040394,0.0003484798,0.0002383529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000396553,0.0005265038,0.006403665,0.00004529967,0.0001176346,0.00007620083,0.03645835,0.0004929939,0.000136277,0.9234051,0.02943319,0.002865188],"study_design_scores_gemma":[0.0004896689,0.00009993951,0.02793032,0.0001194797,0.00004949636,0.0003118537,0.02072725,0.002475306,0.00006931461,0.06924807,0.8781437,0.0003356509],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3577023,0.001338146,0.005502382,0.2934518,0.001095389,0.0004027254,0.002397127,0.0003535435,0.3377566],"genre_scores_gemma":[0.9702521,0.002716208,0.0007033688,0.008862229,0.0005896614,0.00007779442,0.0003862561,0.00004124179,0.01637113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.854157,"threshold_uncertainty_score":0.999909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05667454137199771,"score_gpt":0.3392400974200848,"score_spread":0.2825655560480871,"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."}}