{"id":"W4249324496","doi":"10.7202/1059058ar","title":"Préface","year":2018,"lang":"fr","type":"article","venue":"Sens public","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[0.001553065,0.0008967611,0.0006778112,0.002922745,0.002823593,0.004182559,0.001250092,0.001383558,0.4099504],"category_scores_gemma":[0.01514258,0.0003000786,0.0004984458,0.002263207,0.0009770506,0.003318107,0.002216419,0.003178763,0.2770979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00212797,"about_ca_system_score_gemma":0.002241933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004052825,"about_ca_topic_score_gemma":0.003857682,"domain_scores_codex":[0.998681,0.0002159876,0.0001004506,0.0002517253,0.0006524588,0.00009835822],"domain_scores_gemma":[0.9932809,0.001481282,0.0002775015,0.0006520518,0.00360613,0.0007020872],"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":[0.00002899703,0.00001496278,0.0001125471,0.0001473834,0.000002028069,0.00004957183,0.0002276536,0.00004851613,0.0001464016,0.007772207,0.9558485,0.03560116],"study_design_scores_gemma":[0.000002367203,0.000007864906,0.0002032317,0.0001190642,8.807056e-7,0.00004350194,0.00009851938,0.00001573567,0.00005409672,0.001590231,0.997861,0.000003625879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00223569,0.01232566,0.00705434,0.0399291,0.1585075,0.0005765302,0.01725286,0.001632648,0.7604856],"genre_scores_gemma":[0.01179259,0.008768635,0.003546459,0.009344094,0.03240519,0.000509778,0.01576724,0.001493812,0.9163722],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4099504,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3318001128922157,"score_gpt":0.3228963150316492,"score_spread":0.008903797860566498,"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."}}