{"id":"W3121652885","doi":"10.29173/af29416","title":"Aux armes, citoyens !","year":2021,"lang":"fr","type":"article","venue":"ALTERNATIVE FRANCOPHONE","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.0001074241,0.0003828309,0.0004220276,0.00006534927,0.0002218353,0.001377903,0.0005783095,0.0001370456,0.001396592],"category_scores_gemma":[0.0003074793,0.0003391721,0.0002405279,0.001209067,0.0002651007,0.002856463,0.000586318,0.000363535,0.003044623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001163645,"about_ca_system_score_gemma":0.0005398222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002445952,"about_ca_topic_score_gemma":0.0004763278,"domain_scores_codex":[0.9974281,0.0001346044,0.0004053209,0.0007752793,0.0005289601,0.0007277776],"domain_scores_gemma":[0.9973561,0.0001758612,0.0001679272,0.0006858048,0.001160409,0.0004539224],"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":[0.00002602465,0.001048825,0.000234477,0.0001164701,0.0004361888,0.01097624,0.02001351,0.0003763322,0.01006513,0.3493905,0.4149914,0.1923249],"study_design_scores_gemma":[0.001056179,0.00019629,0.00411012,0.000301431,0.00001621057,0.0007440257,0.0003466573,0.003793673,0.06056817,0.05427641,0.8739684,0.0006224319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1245235,0.1265974,0.1198173,0.04475518,0.1088169,0.0004645504,0.0002758537,0.0003145922,0.4744347],"genre_scores_gemma":[0.4429042,0.003070853,0.005079909,0.0114786,0.007444565,0.00001492774,0.00004499125,0.0000529353,0.529909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.458977,"threshold_uncertainty_score":0.999906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742015559805833,"score_gpt":0.3202016526788617,"score_spread":0.1460000966982784,"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."}}