{"id":"W36946769","doi":"10.1111/gcb.16691","title":"D'Alexandre à Menandre","year":2006,"lang":"en","type":"dissertation","venue":"Global Change Biology","topic":"Eurasian Exchange Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science and Technology Major Project","keywords":"Humanities; Art; Ethnology; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0002777753,0.0003061533,0.0004150683,0.00007446398,0.0003588996,0.00004673118,0.000497735,0.001443988,0.0005260321],"category_scores_gemma":[0.00006480238,0.0003088174,0.0001543896,0.0004203565,0.0001815382,0.00008281761,0.00003461181,0.0002618163,0.0002598797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003454307,"about_ca_system_score_gemma":0.0001672423,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0125612,"about_ca_topic_score_gemma":0.1333196,"domain_scores_codex":[0.9979134,0.0002937472,0.0002547946,0.0005173225,0.0002308684,0.0007898789],"domain_scores_gemma":[0.9991826,0.00004114962,0.0002452399,0.0002392096,0.000141458,0.0001503589],"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":[0.0002412722,0.0002033862,0.09744447,0.0002081549,0.0002084454,0.0001257223,0.01684263,1.15496e-7,0.00002024373,0.1832619,0.4048767,0.296567],"study_design_scores_gemma":[0.0002793018,0.00009564709,0.02612604,0.0001003005,0.00006794192,0.000002677067,0.002927152,0.000001492358,0.000002848944,0.008307828,0.9615365,0.0005523263],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02955873,0.01706056,0.00001296545,0.001034569,0.009705829,0.001057253,0.0005049992,0.0003690269,0.9406961],"genre_scores_gemma":[0.8482302,0.00443949,0.0002441546,0.001487272,0.03001635,0.000587286,0.01835143,0.00009878691,0.09654497],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8441511,"threshold_uncertainty_score":0.9999364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04953079449435806,"score_gpt":0.373189024103149,"score_spread":0.3236582296087909,"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."}}