{"id":"W2805475840","doi":"","title":"Quelques cas de figure / A Few Case Studies","year":2008,"lang":"fr","type":"article","venue":"Ciel variable : art, photo, médias, culture","topic":"Cultural Insights and Digital Impacts","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001904075,0.0006140185,0.0003824264,0.002447265,0.003191911,0.003233158,0.00122535,0.002847049,0.04453131],"category_scores_gemma":[0.00862806,0.0002921918,0.0007142033,0.00389373,0.002078449,0.002755777,0.001276987,0.001285852,0.004048415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00158955,"about_ca_system_score_gemma":0.001047383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01986428,"about_ca_topic_score_gemma":0.04620332,"domain_scores_codex":[0.9981096,0.0007020443,0.0001482917,0.0002479478,0.0004720019,0.0003202084],"domain_scores_gemma":[0.9959875,0.001881077,0.0005121466,0.0007825971,0.0005413661,0.0002951899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005202218,0.0007856905,0.04402908,0.002842314,0.0001964453,0.1808459,0.0503565,0.00219931,0.008164472,0.1064087,0.184324,0.4193274],"study_design_scores_gemma":[0.00004635283,0.00006996019,0.01256192,0.0009627084,0.00008013527,0.06893849,0.04045305,0.0008052817,0.004545152,0.008831861,0.8626385,0.0000665843],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3774739,0.01103308,0.02717648,0.02607306,0.001988661,0.001124518,0.003946967,0.0007155304,0.5504678],"genre_scores_gemma":[0.8400928,0.00633342,0.01673373,0.003288098,0.0004146574,0.0004374635,0.001338938,0.0003898592,0.130971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04453131,"threshold_uncertainty_score":0.1489721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1537874982987028,"score_gpt":0.3163238292700215,"score_spread":0.1625363309713187,"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."}}