{"id":"W2485614300","doi":"10.1522/cla.cop.let","title":"Lettres et pamphlets","year":2003,"lang":"fr","type":"book","venue":"classiques des sciences sociales","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; History","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"],"category_scores_codex":[0.001051897,0.0006451232,0.0008063631,0.0003175301,0.004477879,0.002074211,0.0007559323,0.0003745497,0.004189661],"category_scores_gemma":[0.0003924506,0.0005610723,0.000673605,0.0001439131,0.08430997,0.0003741241,0.000158972,0.0004584264,0.0004116189],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515683,"about_ca_system_score_gemma":0.006199555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004619692,"about_ca_topic_score_gemma":0.01881589,"domain_scores_codex":[0.9963267,0.0005383125,0.0006832156,0.0008288574,0.0007797708,0.0008431404],"domain_scores_gemma":[0.9977818,0.000614272,0.0005716025,0.0003109659,0.0005039873,0.000217399],"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":[0.000002616777,0.0001148177,0.0002995056,0.0001436975,0.0001557674,0.00003122208,0.001879018,0.00001928707,0.00000299107,0.8954312,0.1008863,0.001033543],"study_design_scores_gemma":[0.00007381715,0.0001314345,0.00002219205,0.0002865721,0.0002637941,0.000002900325,0.001163391,0.0000624559,0.00001100433,0.3731012,0.6243961,0.0004851411],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000457705,0.01393956,0.0001183785,0.002152801,0.001712128,0.0001901487,0.0003159509,0.00009756485,0.9810157],"genre_scores_gemma":[0.05900465,0.00610714,0.001031865,0.001815657,0.005168613,0.0000168071,0.0001083173,0.00006709575,0.9266798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5235098,"threshold_uncertainty_score":0.9996841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2495068190931235,"score_gpt":0.3713875997779114,"score_spread":0.1218807806847879,"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."}}