{"id":"W2936651014","doi":"10.3917/caph1.150.0153","title":"Design et sémiotique","year":2017,"lang":"fr","type":"article","venue":"Cahiers philosophiques","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006123383,0.0004275497,0.0003947665,0.00008101756,0.001063031,0.006880553,0.001722437,0.0004207961,0.00005513662],"category_scores_gemma":[0.0006518108,0.0003568419,0.0001976226,0.00008453418,0.001377752,0.009740302,0.0004502638,0.0005818565,0.000381098],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001748626,"about_ca_system_score_gemma":0.0002479867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003933725,"about_ca_topic_score_gemma":0.00002182756,"domain_scores_codex":[0.9977651,0.0002954545,0.0003398522,0.0006441422,0.0003163803,0.0006390242],"domain_scores_gemma":[0.996933,0.0001690621,0.0003688702,0.001668587,0.0003232113,0.0005372171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001621216,0.0001042032,0.00001600328,0.00003826446,0.00005133065,0.0005106246,0.003051226,0.00004098639,0.000524032,0.9564057,0.0323378,0.006903632],"study_design_scores_gemma":[0.0003570966,0.0003873974,0.0009310103,0.0003090249,0.0000275572,0.0002073152,0.00001539514,0.001735344,0.01038278,0.8799014,0.1051286,0.0006170439],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001559221,0.01144484,0.1836392,0.3009731,0.003615861,0.0005058888,0.00002278859,0.0003009337,0.4979382],"genre_scores_gemma":[0.897199,0.002205025,0.02423875,0.02313398,0.002001605,0.00001814971,0.000007594598,0.00005305899,0.05114286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8956398,"threshold_uncertainty_score":0.9998884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5809342167783013,"score_gpt":0.3987840269294974,"score_spread":0.1821501898488039,"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."}}