{"id":"W2576863140","doi":"10.4000/anneemaghreb.2768","title":"Introduction du dossier : Profession journaliste","year":2016,"lang":"fr","type":"article","venue":"L Année du Maghreb","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; 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":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003301552,0.0002983615,0.0002550484,0.0000886755,0.0003797809,0.001421757,0.0004775285,0.0001695813,0.001202117],"category_scores_gemma":[0.0002593861,0.000160079,0.0001624096,0.0004901987,0.0002527125,0.007110555,0.0003629182,0.0001973068,0.001720817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001576979,"about_ca_system_score_gemma":0.0001121149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001087476,"about_ca_topic_score_gemma":0.00004089371,"domain_scores_codex":[0.9978756,0.000148367,0.0004142447,0.0005481723,0.0004015267,0.0006120291],"domain_scores_gemma":[0.9983158,0.00006796622,0.0002346765,0.0005313805,0.0004478132,0.000402328],"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":[0.00005175185,0.0002602139,0.0008325168,0.00004999103,0.00003265316,0.0003110387,0.002707756,0.000006053232,0.007032158,0.1899968,0.5463853,0.2523338],"study_design_scores_gemma":[0.0006314802,0.0002271165,0.0107926,0.0003410128,0.00002015292,0.001434163,0.00007786175,0.0005448817,0.002937005,0.01197357,0.9706485,0.000371669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1962187,0.004694611,0.02409103,0.7113855,0.02198475,0.000344357,0.00003080638,0.0002295729,0.04102067],"genre_scores_gemma":[0.5228509,0.001261035,0.001087005,0.001638086,0.0160489,0.000007348187,0.000006805263,0.00003114613,0.4570688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7097474,"threshold_uncertainty_score":0.9997109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.111761095143354,"score_gpt":0.2817564288450444,"score_spread":0.1699953337016904,"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."}}