{"id":"W4318214952","doi":"10.4000/temoigner.9816","title":"Le travail historique à la lumière des défis politiques","year":2021,"lang":"fr","type":"article","venue":"Témoigner. Entre Histoire et Mémoire","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002577891,0.000460389,0.0005645394,0.0001165877,0.002487806,0.0001416458,0.0004685218,0.0007292527,0.001350834],"category_scores_gemma":[0.001756453,0.0005853965,0.0003879887,0.0006821026,0.006650679,0.0006763033,0.00008185687,0.0006738125,0.0001645955],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00251259,"about_ca_system_score_gemma":0.006144949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009684658,"about_ca_topic_score_gemma":0.01140508,"domain_scores_codex":[0.9922681,0.004809937,0.000636161,0.0008228354,0.0005222239,0.0009407529],"domain_scores_gemma":[0.9960515,0.001959881,0.0003278465,0.0004580846,0.0007483753,0.000454236],"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":[0.000004278169,0.0004934014,0.001150612,0.0001421757,0.00008284832,0.00004911621,0.1475434,0.00001010819,0.0001675065,0.7722244,0.05334557,0.02478656],"study_design_scores_gemma":[0.0003747908,0.00004621597,0.00317222,0.0002740907,0.00009234132,0.00006274993,0.1282677,0.00001163399,0.00007478809,0.0162078,0.8508728,0.0005429309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02049338,0.07004606,0.00066614,0.1595286,0.00897971,0.0002647582,0.0001087975,0.0003350182,0.7395775],"genre_scores_gemma":[0.5329298,0.007490935,0.005487566,0.001780274,0.004529577,0.00006564233,0.0002242617,0.00008626535,0.4474056],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7975272,"threshold_uncertainty_score":0.9996597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08317976113491,"score_gpt":0.3743026927155451,"score_spread":0.2911229315806351,"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."}}