{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01480394,0.0006432082,0.0006472058,0.004138675,0.004944663,0.005581362,0.0008974394,0.002534195,0.02553836],"category_scores_gemma":[0.03253414,0.0003736764,0.0007922888,0.001921907,0.001100771,0.004030885,0.004419885,0.002972034,0.01012201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002356908,"about_ca_system_score_gemma":0.003261769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00446645,"about_ca_topic_score_gemma":0.01133251,"domain_scores_codex":[0.9923359,0.002754136,0.000259856,0.0006702058,0.002556179,0.001423761],"domain_scores_gemma":[0.9653164,0.009558883,0.001889355,0.001969022,0.01113432,0.01013201],"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":[0.001542913,0.0007789179,0.02831982,0.000922336,0.00009323822,0.001375417,0.02551631,0.0005386779,0.01513192,0.01763642,0.4984861,0.4096579],"study_design_scores_gemma":[0.00005656177,0.0003638935,0.01799497,0.0002797508,0.00002306858,0.0002939261,0.006061634,0.0006465878,0.003408803,0.001710868,0.9690881,0.00007171371],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5281796,0.02429049,0.04069656,0.1526082,0.05436527,0.001992306,0.006973895,0.006906619,0.1839871],"genre_scores_gemma":[0.516324,0.005596071,0.02943264,0.006691845,0.009779916,0.0009999191,0.007065463,0.001854434,0.4222558],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02553836,"threshold_uncertainty_score":0.08543432,"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."}}