{"id":"W4390080190","doi":"10.32316/hse-rhe.2023.5261","title":"Contributors","year":2023,"lang":"fr","type":"article","venue":"Historical Studies in Education / Revue d histoire de l éducation","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002172993,0.0002293452,0.0004059258,0.0004783336,0.001307067,0.00004987495,0.0002466919,0.0002295999,0.0002153473],"category_scores_gemma":[0.001876177,0.0002882723,0.0001246876,0.002689122,0.0004339487,0.000698719,0.00005072325,0.0002425643,0.0008012357],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07497817,"about_ca_system_score_gemma":0.001087237,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007395885,"about_ca_topic_score_gemma":0.002250484,"domain_scores_codex":[0.9970375,0.0006093965,0.001007733,0.0003478622,0.0003717386,0.0006257793],"domain_scores_gemma":[0.9979125,0.0004459285,0.0005482267,0.0002799108,0.0006436339,0.0001698198],"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":[0.000009238232,0.0001745439,0.001109553,0.0003243757,0.00002153709,0.000001512667,0.2205946,0.00003769053,0.000006810295,0.1312586,0.5874596,0.05900196],"study_design_scores_gemma":[0.0001907994,0.00004011124,0.00129703,0.0002333361,0.00003317104,0.000006886106,0.1666251,0.00007954987,0.000003136878,0.006361413,0.8248909,0.0002385921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.09621795,0.09862507,0.000515967,0.1678733,0.5654182,0.001722093,0.00005279515,0.0004752156,0.06909944],"genre_scores_gemma":[0.3909912,0.01192799,0.0003812177,0.0008662989,0.004636056,0.0009159129,0.0002632714,0.00004468014,0.5899734],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5607821,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655288582625256,"score_gpt":0.4222724746532592,"score_spread":0.2567436163907336,"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."}}