{"id":"W2491630321","doi":"10.1522/cla.der.let","title":"Lettres","year":2002,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer 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","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.002248027,0.0009267472,0.001121523,0.0002218691,0.009119052,0.001042492,0.003079494,0.001291411,0.003871165],"category_scores_gemma":[0.0007167986,0.0009037345,0.0008720395,0.002420291,0.2542588,0.001662781,0.0004026264,0.0008702822,0.001774254],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009909404,"about_ca_system_score_gemma":0.01171175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05635365,"about_ca_topic_score_gemma":0.09752116,"domain_scores_codex":[0.9909115,0.001333054,0.0009802084,0.001656275,0.00280387,0.002315123],"domain_scores_gemma":[0.9958894,0.001377766,0.00125015,0.0004128506,0.0004092096,0.0006605704],"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":[0.000003229195,0.000111475,0.002996574,0.00007123544,0.00004258143,0.00002378569,0.006129351,0.00001365178,0.000009531206,0.7079379,0.2481432,0.03451755],"study_design_scores_gemma":[0.0001362623,0.0002771441,0.001152028,0.0004670063,0.00008617602,0.000005262275,0.003267241,0.0001585169,0.0000125066,0.2588188,0.7346525,0.0009665652],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005409251,0.01857805,0.0001581908,0.01203028,0.003828802,0.00055841,0.0001238194,0.0003286159,0.9589846],"genre_scores_gemma":[0.1427866,0.01303809,0.002112944,0.001021124,0.004902809,0.00003422013,0.00001051537,0.00006596481,0.8360277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4865093,"threshold_uncertainty_score":0.9999945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3117500769400324,"score_gpt":0.3841128471688813,"score_spread":0.07236277022884896,"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."}}