{"id":"W4281740214","doi":"10.32316/hse-rhe.v34i1.5053","title":"Front Matter","year":2022,"lang":"fr","type":"paratext","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Front (military); Physics; Meteorology","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00186587,0.001630465,0.002438978,0.002231245,0.002572649,0.0001173623,0.001535194,0.0009919294,0.09062391],"category_scores_gemma":[0.002242197,0.002213837,0.000680861,0.002395955,0.0009538168,0.0006415984,0.0006102807,0.003134404,0.1940293],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.5932086,"about_ca_system_score_gemma":0.005869695,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161867,"about_ca_topic_score_gemma":0.002572909,"domain_scores_codex":[0.9886744,0.002646724,0.003101334,0.002701301,0.001134051,0.001742179],"domain_scores_gemma":[0.9923539,0.0009514348,0.002660975,0.002180428,0.001281312,0.0005719632],"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":[0.0001257856,0.005155051,0.002442914,0.00282281,0.000215908,0.00001955416,0.0721428,0.000641781,0.00006145282,0.0005048926,0.9043972,0.01146983],"study_design_scores_gemma":[0.0005103349,0.0001787567,0.002887708,0.001179675,0.0005185285,0.0002424681,0.02176237,0.00007421066,0.000004041643,0.0006306838,0.9701129,0.00189831],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.002738041,0.3956929,0.00007093464,0.01787267,0.3864787,0.00169339,0.0002226113,0.0001372182,0.1950935],"genre_scores_gemma":[0.004989258,0.01043728,0.002202612,0.001623835,0.006924603,0.009184333,0.002768104,0.0006230762,0.9612469],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7661534,"threshold_uncertainty_score":0.9997661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1023309072147885,"score_gpt":0.3512613439003444,"score_spread":0.2489304366855559,"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."}}