{"id":"W3106747895","doi":"10.4000/hommesmigrations.11982","title":"Celles qui chantent","year":2020,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Art; Opera; Humanities; Art history","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000344194,0.0002026761,0.0001820565,0.0000327442,0.0002401903,0.001462143,0.0003620853,0.0000761806,0.0002117649],"category_scores_gemma":[0.00008473342,0.0001619683,0.0001584401,0.0005013404,0.0001022085,0.002017553,0.0002164243,0.0001442281,0.001207049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002594898,"about_ca_system_score_gemma":0.0001077085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000629794,"about_ca_topic_score_gemma":0.0005926665,"domain_scores_codex":[0.9987881,0.00004202629,0.0002575615,0.0003437637,0.0002076824,0.0003609079],"domain_scores_gemma":[0.9990284,0.00005967694,0.00007800762,0.0002684601,0.0001268574,0.0004386137],"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":[0.000003730387,0.0001660919,0.0000634695,0.00003120372,0.00003239391,0.00007260303,0.0176255,0.0001794018,0.001451152,0.1820456,0.7613901,0.03693878],"study_design_scores_gemma":[0.0001903453,0.0002151585,0.0007346456,0.0000600075,0.00002477777,0.0000448137,0.00123477,0.019145,0.00193963,0.002477142,0.9736544,0.0002793258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01860456,0.3118739,0.1024894,0.5024307,0.002933842,0.0006084701,0.0002171635,0.0004483337,0.06039363],"genre_scores_gemma":[0.918406,0.0007071318,0.001878792,0.01538209,0.00115294,0.00001281401,0.00004325412,0.00001637071,0.06240057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8998015,"threshold_uncertainty_score":0.9995744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2276584781916511,"score_gpt":0.2987110564719919,"score_spread":0.07105257828034078,"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."}}