{"id":"W2015863708","doi":"10.7202/030521ar","title":"Qui dit quoi?","year":2005,"lang":"fr","type":"article","venue":"Protée","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Imitation; Art; Philosophy; Psychology","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":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001061837,0.0001938563,0.0001625041,0.00003555412,0.0001267644,0.001488601,0.0004501428,0.00009454224,0.0003923828],"category_scores_gemma":[0.00006399106,0.0001457194,0.0001019778,0.0002770219,0.0001133387,0.004163449,0.0002752393,0.0001612679,0.004152626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007714693,"about_ca_system_score_gemma":0.00008976737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004076782,"about_ca_topic_score_gemma":0.0001900708,"domain_scores_codex":[0.9986362,0.00003275966,0.0002297998,0.000344703,0.0002580729,0.0004984295],"domain_scores_gemma":[0.9990874,0.00003261283,0.00007316032,0.0003920917,0.0001174386,0.0002972764],"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":[0.000006446152,0.0002710636,0.0001096744,0.00004754232,0.00002127555,0.00007087947,0.003558578,0.00008567735,0.0004898856,0.4448962,0.1047918,0.445651],"study_design_scores_gemma":[0.0002257193,0.000138188,0.0008025491,0.00008536693,0.00000728895,0.0001567598,0.00002723901,0.006694852,0.003936029,0.01173469,0.9759156,0.0002757416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0228204,0.02445653,0.01558069,0.1392632,0.003592598,0.001138831,0.00002301273,0.000385606,0.7927392],"genre_scores_gemma":[0.649805,0.0001430989,0.01116013,0.004682618,0.002333911,0.00003717052,0.000004635618,0.00001974518,0.3318137],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8711238,"threshold_uncertainty_score":0.999548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.251802784350243,"score_gpt":0.3216950417158602,"score_spread":0.06989225736561722,"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."}}