{"id":"W4214590625","doi":"10.3917/pour.242.0245","title":"Travailler encore, travailler encore…","year":2022,"lang":"fr","type":"article","venue":"Pour","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":["insufficient_payload"],"category_scores_codex":[0.00127873,0.0002422727,0.000305938,0.00004980755,0.001928018,0.0001091835,0.0009724853,0.0001375187,0.05618269],"category_scores_gemma":[0.0001410719,0.0002602907,0.0002715454,0.001468319,0.0007939935,0.0003416227,0.0002120656,0.000503753,0.001245935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005238487,"about_ca_system_score_gemma":0.0007968891,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03958819,"about_ca_topic_score_gemma":0.007730351,"domain_scores_codex":[0.9961286,0.0005432023,0.0003587457,0.0005790589,0.001409346,0.0009810312],"domain_scores_gemma":[0.9988688,0.0002025221,0.0002717992,0.0002571569,0.00007250769,0.0003271945],"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":[0.00001864766,0.0003148344,0.007891415,0.00001210937,0.00003588356,0.00005208927,0.05856387,0.0001407603,0.00008207764,0.08519635,0.6917236,0.1559683],"study_design_scores_gemma":[0.000302043,0.0001145081,0.0165077,0.00001267128,0.00002874645,0.000007603295,0.04290003,0.0002200731,0.00001727116,0.007001211,0.9325241,0.0003640458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3392861,0.02378771,0.0001406418,0.08913483,0.01543086,0.0005358572,0.0002249731,0.0001305008,0.5313286],"genre_scores_gemma":[0.6243888,0.001111417,0.0001931599,0.001706756,0.001510277,0.00005744188,0.000003327259,0.00002072896,0.3710081],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2851027,"threshold_uncertainty_score":0.9999849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0433762233564035,"score_gpt":0.2982491023764463,"score_spread":0.2548728790200428,"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."}}