{"id":"W4416632358","doi":"10.7202/1121548ar","title":"« Oeuvre magistrale »","year":2025,"lang":"fr","type":"article","venue":"Anthropologie et Sociétés","topic":"Migration, Health, Geopolitics, Historical Geography","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ligne; Modernization theory; Western europe","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001221605,0.0003632496,0.0005456611,0.0001925097,0.001769711,0.0001022372,0.0006708999,0.0008009352,0.03090771],"category_scores_gemma":[0.00092364,0.000410644,0.000422267,0.00153878,0.006646471,0.0003665607,0.0001458375,0.0007730715,0.0006191821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008744245,"about_ca_system_score_gemma":0.001387808,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0569322,"about_ca_topic_score_gemma":0.01010979,"domain_scores_codex":[0.9956433,0.00116311,0.0006895016,0.0007032601,0.0004917036,0.001309156],"domain_scores_gemma":[0.9977493,0.0009079329,0.0001648792,0.0005791924,0.0002906052,0.0003080642],"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":[0.000008152214,0.0002909764,0.003586997,0.0001309391,0.00005995212,0.00001173391,0.006157264,0.000003244912,0.000002907034,0.4999539,0.4688668,0.02092714],"study_design_scores_gemma":[0.0003143629,0.0001211998,0.002647883,0.00008062833,0.00009769681,9.530198e-7,0.03090359,0.00002159705,0.00004017272,0.1358946,0.8295516,0.0003257163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008367888,0.02995514,0.001658638,0.4230516,0.07201821,0.0006032717,0.0001148622,0.0003598134,0.4638706],"genre_scores_gemma":[0.3839105,0.08529064,0.002091039,0.01165331,0.001244736,0.00005849416,0.00005146291,0.00004227323,0.5156575],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4113983,"threshold_uncertainty_score":0.9998345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151017730320965,"score_gpt":0.5691261581517564,"score_spread":0.4181084278307914,"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."}}