{"id":"W4395063762","doi":"10.1353/vcr.2023.a925215","title":"Teaching Critique When Critique is Everywhere","year":2023,"lang":"fr","type":"article","venue":"Victorian review","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003554859,0.0002929853,0.0005259655,0.00008025039,0.0007318932,0.0001630727,0.0005365477,0.0002715945,0.01636317],"category_scores_gemma":[0.001379478,0.0003085877,0.0002652352,0.0008658339,0.0002483601,0.0003758085,0.0001043132,0.0006833913,0.00733355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003334309,"about_ca_system_score_gemma":0.000680386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009588335,"about_ca_topic_score_gemma":0.0001244429,"domain_scores_codex":[0.9959899,0.001369541,0.0006536298,0.0005175986,0.0006927331,0.0007765664],"domain_scores_gemma":[0.9983467,0.0004433552,0.00009690947,0.000398323,0.0002584594,0.0004562854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[5.22804e-7,0.0000692021,0.00006486617,0.004366304,0.00003015389,0.00001877609,0.01889057,1.351223e-7,0.000001523933,0.4307273,0.496613,0.0492177],"study_design_scores_gemma":[0.00006898425,0.00001911123,0.00004269636,0.01397506,0.00007959609,0.000004454573,0.001120329,0.000008405577,0.00000392002,0.05137358,0.9329454,0.0003584793],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.00006959261,0.237861,0.0003983382,0.6517267,0.0108091,0.0005927337,0.00002890055,0.0003270229,0.09818669],"genre_scores_gemma":[0.001975407,0.5552225,0.004668924,0.1176056,0.004384356,0.0001853265,0.00003951411,0.00007085395,0.3158476],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5341211,"threshold_uncertainty_score":0.9999366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0460652665962689,"score_gpt":0.3963903886898777,"score_spread":0.3503251220936088,"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."}}