{"id":"W4412746740","doi":"10.3138/ngcr.15-003","title":"Stonecroft Lecture 2019 / Conférence Stonecroft 2019","year":2025,"lang":"fr","type":"article","venue":"National Gallery of Canada Review","topic":"Social Sciences and Governance","field":"Social Sciences","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001495105,0.0002234283,0.0005825265,0.00004477488,0.0004211205,0.00003203181,0.0007415631,0.0001727646,0.002426806],"category_scores_gemma":[0.001263272,0.0002252579,0.0001877,0.001537896,0.000681021,0.0002442508,0.0000705468,0.0002840314,0.00002440193],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008114873,"about_ca_system_score_gemma":0.02141792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8157302,"about_ca_topic_score_gemma":0.8868902,"domain_scores_codex":[0.9959362,0.0002905628,0.0006209969,0.0003941322,0.002258807,0.0004992591],"domain_scores_gemma":[0.9976343,0.0004817556,0.0005206268,0.0001843532,0.0009980963,0.0001808771],"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":[0.000003302104,0.00003047491,0.0002319586,0.0005844482,0.00004529999,0.000002232599,0.00008579261,0.00005377566,0.000005492582,0.1126121,0.8599772,0.02636783],"study_design_scores_gemma":[0.0001315905,0.00001544926,0.007564009,0.003372452,0.00004930381,0.000001301798,0.00007286349,0.00002197131,0.00001068022,0.003026039,0.9855207,0.0002136092],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.0002628506,0.6738628,0.000105942,0.2016082,0.003745923,0.0004724259,0.0002683638,0.0000104859,0.1196631],"genre_scores_gemma":[0.02166106,0.4401843,0.0003020399,0.02927054,0.0004190587,0.00002835808,0.00002988191,0.00001385421,0.508091],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3884279,"threshold_uncertainty_score":0.9984851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01626258347867052,"score_gpt":0.3172133499150502,"score_spread":0.3009507664363797,"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."}}