{"id":"W4224884327","doi":"10.54932/frag2506","title":"Expériences en numératie - Exploration des cas : royaume uni, australie, france, singapour, ontario et québec","year":2022,"lang":"fr","type":"report","venue":"","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002568748,0.0004551727,0.0006661136,0.001382308,0.02128186,0.004948836,0.001237807,0.00126069,0.01394827],"category_scores_gemma":[0.005149471,0.0004354334,0.0003287585,0.003740666,0.008641837,0.001979296,0.003875268,0.001904845,0.0008519394],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06082249,"about_ca_system_score_gemma":0.06072255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764937,"about_ca_topic_score_gemma":0.9913605,"domain_scores_codex":[0.9972166,0.0008076879,0.00007551759,0.0002878911,0.0006569769,0.0009553021],"domain_scores_gemma":[0.9955154,0.001011755,0.0002994481,0.0001370485,0.001063558,0.001972814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009944189,0.0001037875,0.02407218,0.0001760915,0.00001417033,0.001681623,0.9293222,0.0001425127,0.000664243,0.008053772,0.009522554,0.02614736],"study_design_scores_gemma":[0.00001142709,0.00008023258,0.07347541,0.0002508504,0.00001107972,0.0003424602,0.7755163,0.0001492173,0.0002738944,0.0004170772,0.1494136,0.00005857108],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.936596,0.00230283,0.0007313235,0.005893588,0.0001507559,0.00008448101,0.0003043047,0.00003822338,0.05389852],"genre_scores_gemma":[0.9473195,0.001740135,0.0006695482,0.0007127297,0.00002112775,0.0000806366,0.0001176132,0.0000467413,0.0492921],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06082249,"threshold_uncertainty_score":0.4413002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3767318841591049,"score_gpt":0.3434912022499115,"score_spread":0.03324068190919333,"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."}}