{"id":"W3184793699","doi":"10.4000/questionsdecommunication.24740","title":"Manola Antonioli, Guillaume Drevon, Luc Gwiazdzinski, Vincent Kaufmann, Luca Pattaroni (dirs), Saturations. Individus, collectifs, organisations et territoires à l’épreuve","year":2020,"lang":"fr","type":"article","venue":"Questions de communication","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005049526,0.0005379971,0.0004485521,0.0001987999,0.001669286,0.003583616,0.002056827,0.0004796025,0.0002283209],"category_scores_gemma":[0.001528505,0.0005418824,0.0002031874,0.001702396,0.0004799485,0.005062994,0.00123523,0.001124265,0.0003177038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001588399,"about_ca_system_score_gemma":0.001301997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007615888,"about_ca_topic_score_gemma":0.004538946,"domain_scores_codex":[0.9958019,0.001303636,0.0009486746,0.0007110555,0.0005141756,0.0007205085],"domain_scores_gemma":[0.9953969,0.0006039836,0.0004964726,0.002026945,0.0007969053,0.000678761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003487565,0.001232052,0.00281423,0.0001586046,0.0002786907,0.00003701457,0.05876049,0.002851713,0.002334027,0.6618318,0.242005,0.02766151],"study_design_scores_gemma":[0.0008427006,0.0003706884,0.06089036,0.0007599525,0.000169569,0.0001801572,0.0007369663,0.03721297,0.001341513,0.01469572,0.8818082,0.000991251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06243117,0.1093875,0.102582,0.6518956,0.002284173,0.003655336,0.001351321,0.002177309,0.06423556],"genre_scores_gemma":[0.9578062,0.00810731,0.02045402,0.007538854,0.0002916737,0.0001044095,0.001004049,0.00006135148,0.00463214],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.895375,"threshold_uncertainty_score":0.9997033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2404859581952861,"score_gpt":0.3366318639761166,"score_spread":0.0961459057808304,"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."}}