{"id":"W4293155312","doi":"10.4000/lrf.166","title":"Témoignage","year":2022,"lang":"fr","type":"article","venue":"La Révolution française","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Business","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008321698,0.0001695605,0.0002309367,0.00006279792,0.003249153,0.00004507802,0.0003205123,0.0001226433,0.01005127],"category_scores_gemma":[0.0001171823,0.0002152562,0.0002092121,0.0009092237,0.001113949,0.0001950237,0.0002508552,0.0004637476,0.0004799681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007670678,"about_ca_system_score_gemma":0.0001773739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02590155,"about_ca_topic_score_gemma":0.003424337,"domain_scores_codex":[0.997316,0.0009156689,0.0002413626,0.0003023877,0.0006923419,0.0005322316],"domain_scores_gemma":[0.9993064,0.0001913286,0.0001145488,0.0001658473,0.00006741898,0.0001544894],"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":[0.00000883514,0.0002045627,0.0004598731,0.00001418352,0.0000383643,0.00002786087,0.03323727,0.0001393878,0.000009849334,0.4634142,0.4900855,0.01236011],"study_design_scores_gemma":[0.0003446552,0.0000542769,0.001796775,0.00001021301,0.00004482576,0.000002889434,0.005133978,0.0001910592,0.000001515393,0.01090645,0.9812717,0.0002416765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009359083,0.2738466,0.000240372,0.01032292,0.008416382,0.0002564101,0.0001107528,0.0001562306,0.6972913],"genre_scores_gemma":[0.535901,0.001883481,0.00009961946,0.0006086287,0.0009707247,0.00008982461,0.000009944728,0.00001945334,0.4604174],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5265419,"threshold_uncertainty_score":0.9980485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240260737027527,"score_gpt":0.2400266204155155,"score_spread":0.2176240130452402,"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."}}