{"id":"W2731049412","doi":"","title":"Valeur d’usage / Use Value / Tony Fouhse, série / series USER Portraits of Crack Addicts","year":2011,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Portrait; Series (stratigraphy); Value (mathematics); Computer science; Art; Art history; Geology; Machine learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141533,0.0003420074,0.0001700747,0.001369578,0.001052671,0.001113864,0.0001709148,0.0004834954,0.02528462],"category_scores_gemma":[0.001330852,0.000189973,0.0001885026,0.0005074621,0.0004065975,0.001234072,0.0004406815,0.00110992,0.004262189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003947425,"about_ca_system_score_gemma":0.000154857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01133319,"about_ca_topic_score_gemma":0.0246327,"domain_scores_codex":[0.9998901,0.00002976346,0.000006288591,0.000009335116,0.0000524534,0.00001203757],"domain_scores_gemma":[0.9996288,0.000151256,0.00003636984,0.00001792947,0.0001015416,0.00006411011],"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":[0.0001593138,0.00005189708,0.01034015,0.0001693322,0.00002071622,0.0005644747,0.009890979,0.0001144132,0.001896822,0.004870955,0.8630963,0.1088247],"study_design_scores_gemma":[0.000007380348,0.0000495106,0.04827186,0.0002003631,0.00001127881,0.002189385,0.01333521,0.0002935562,0.001250549,0.0007975391,0.9335674,0.00002591449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1758888,0.04984525,0.002485453,0.1380931,0.01569048,0.00009180504,0.007418896,0.0006892594,0.609797],"genre_scores_gemma":[0.403003,0.03471269,0.002321826,0.01176592,0.007985188,0.00008130406,0.001374408,0.0007152631,0.5380404],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02528462,"threshold_uncertainty_score":0.08458549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05280651950568777,"score_gpt":0.2870522355177083,"score_spread":0.2342457160120205,"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."}}