{"id":"W2155450745","doi":"10.7202/017908ar","title":"Fleurs recyclées","year":2008,"lang":"fr","type":"article","venue":"Circuit Musiques contemporaines","topic":"Diverse Musicological Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0003138066,0.0005688277,0.0007862564,0.0001510693,0.001662437,0.000440622,0.0004556111,0.0002497943,0.0057678],"category_scores_gemma":[0.0003783227,0.0005288505,0.0003962982,0.0001306554,0.003837009,0.0005985227,0.0002295064,0.000370638,0.001302334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642478,"about_ca_system_score_gemma":0.0001313588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001953013,"about_ca_topic_score_gemma":0.0002417238,"domain_scores_codex":[0.9972494,0.0002497306,0.0006662893,0.0006652094,0.0003997354,0.0007696605],"domain_scores_gemma":[0.9981444,0.000364597,0.0002946958,0.0004251317,0.0005308859,0.0002402411],"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":[0.00002320705,0.0003224488,0.001510258,0.000127194,0.0002274195,0.0006924041,0.04051765,6.734946e-7,0.00002292471,0.8433442,0.1078252,0.005386421],"study_design_scores_gemma":[0.0005510201,0.0002988856,0.001149175,0.0001930325,0.00007494711,0.00007021298,0.004160535,0.000006005921,0.00003771728,0.03585181,0.9569545,0.0006521895],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06395801,0.02836923,0.00002966294,0.008472139,0.005530068,0.0005258657,0.0003363098,0.000433206,0.8923455],"genre_scores_gemma":[0.3880116,0.001642449,0.00003461643,0.002614804,0.003508919,0.00006788902,0.00004282569,0.0000592673,0.6040176],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8491293,"threshold_uncertainty_score":0.9997163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2509435330414277,"score_gpt":0.2495823454359112,"score_spread":0.001361187605516456,"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."}}