{"id":"W2340033675","doi":"10.3917/i2d.161.0004","title":"Vérifier l’information sur le Web et les réseaux sociaux","year":2016,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Web visibility and informetrics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Political science; Art","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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002048766,0.0004988443,0.0004180578,0.0008111375,0.0006686677,0.00246808,0.001453259,0.0005427916,0.0006279021],"category_scores_gemma":[0.0009261224,0.0004196625,0.0002871167,0.001378179,0.0002912149,0.09085761,0.0007217222,0.0004310506,0.009111619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005239736,"about_ca_system_score_gemma":0.001604857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116903,"about_ca_topic_score_gemma":0.00007995719,"domain_scores_codex":[0.9953429,0.0002052618,0.001825073,0.000291198,0.001380296,0.0009552999],"domain_scores_gemma":[0.9962366,0.0003465013,0.001049867,0.0009615105,0.001067763,0.0003377405],"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":[0.0000425394,0.0001420567,0.001714351,0.000310895,0.00008976249,0.000001403104,0.006036678,0.0002588781,0.00002927719,0.4024125,0.09697513,0.4919866],"study_design_scores_gemma":[0.002847535,0.0002005432,0.008957488,0.0003136574,0.0000253948,0.00002267863,0.0005134017,0.01514302,0.0009266955,0.005817093,0.9645808,0.0006517239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05770514,0.001263706,0.616223,0.1257499,0.01068279,0.002181671,0.0007397861,0.0009623172,0.1844917],"genre_scores_gemma":[0.9638992,0.003779833,0.008507315,0.01061197,0.0003421522,0.0001144096,0.0003055059,0.00003189614,0.0124077],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9061941,"threshold_uncertainty_score":0.9998255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04919369783916287,"score_gpt":0.2774558033961587,"score_spread":0.2282621055569958,"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."}}