{"id":"W2294544352","doi":"10.3166/isi.20.2.119-143","title":"Forum Jeunes Chercheurs à Inforsid 2014","year":2015,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Art; Political science","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001606209,0.0003559139,0.0004064103,0.0004456565,0.0003194415,0.001632448,0.001015662,0.0003080369,0.00006386515],"category_scores_gemma":[0.001304294,0.0003665024,0.0001754169,0.001112113,0.0003305035,0.01731815,0.0004816921,0.0003131922,0.003416138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005035635,"about_ca_system_score_gemma":0.0006551471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00244534,"about_ca_topic_score_gemma":0.000121841,"domain_scores_codex":[0.9971229,0.0001868651,0.0009901347,0.0002605555,0.0006505486,0.000788967],"domain_scores_gemma":[0.9969648,0.0001075136,0.0005692937,0.0008324245,0.001074448,0.0004515406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002961755,0.00006702811,0.006658927,0.0004434992,0.0001744765,0.00001421303,0.04811849,0.003134896,0.00001234824,0.05396065,0.2810561,0.6063298],"study_design_scores_gemma":[0.001034181,0.000372538,0.001841604,0.0005866737,0.0001176206,0.0002314577,0.01279608,0.2573262,0.0005411139,0.02440724,0.6998163,0.0009290068],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04440462,0.007875352,0.8604425,0.01025974,0.007076363,0.0005192166,0.0002218563,0.0007280426,0.06847231],"genre_scores_gemma":[0.9457196,0.0005231579,0.04170896,0.00229286,0.0006175151,0.00006697362,0.0006664068,0.00003805569,0.008366463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.901315,"threshold_uncertainty_score":0.9998787,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04856390435645567,"score_gpt":0.2650832074215717,"score_spread":0.216519303065116,"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."}}