{"id":"W4239234594","doi":"10.4000/communication.557","title":"Antoine CHAR, Comme on fait son lead, on écrit","year":2005,"lang":"fr","type":"article","venue":"Communication","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lead (geology); Char; Art; Humanities; Geography; Biology; Archaeology; Coal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006301146,0.000197508,0.0002613961,0.00005553516,0.001463154,0.00008333642,0.0007463225,0.0002078054,0.0008437966],"category_scores_gemma":[0.0002053304,0.0002148093,0.0001201725,0.0003448508,0.0008527084,0.0002402716,0.0001456567,0.0004742428,0.002393867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007700945,"about_ca_system_score_gemma":0.00004931024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003389551,"about_ca_topic_score_gemma":0.006373313,"domain_scores_codex":[0.9980845,0.0006288077,0.0002879284,0.0002199483,0.0003829256,0.0003958298],"domain_scores_gemma":[0.9984992,0.0003845894,0.0001627351,0.0007333211,0.0001169725,0.0001031508],"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":[0.00001766237,0.0004952248,0.0001068128,0.00001217229,0.00003375784,5.245957e-7,0.02337439,0.00002032873,0.00001942952,0.3246361,0.385217,0.2660666],"study_design_scores_gemma":[0.0003469551,0.0001662768,0.002265983,0.0001928802,0.0000252591,2.268158e-7,0.00205529,0.0003812095,0.00008965055,0.00479159,0.9894542,0.000230542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01868985,0.1316327,0.00002702363,0.3527934,0.001020745,0.0003833351,0.00002737882,0.0001325604,0.495293],"genre_scores_gemma":[0.8831614,0.05134874,0.0004110188,0.004230747,0.001016304,0.00003107479,0.00004101324,0.00002163758,0.05973812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8644715,"threshold_uncertainty_score":0.9998368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487251435721072,"score_gpt":0.3340157877688017,"score_spread":0.1852906441966945,"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."}}