{"id":"W4362711220","doi":"10.4000/miranda.52389","title":"Claire Bourhis-Mariotti, Isaac Mason. Isaac Mason, une vie d’esclave","year":2023,"lang":"fr","type":"article","venue":"Miranda","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society for Italian Studies; Francophone University Association","funders":"","keywords":"Humanities; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00116957,0.0006137502,0.0006823841,0.0001864853,0.001381927,0.0004162803,0.000717986,0.0007443319,0.004256239],"category_scores_gemma":[0.000489802,0.0006074875,0.0004744996,0.001586272,0.001930129,0.0006709879,0.0001845577,0.0005999837,0.007744805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001816579,"about_ca_system_score_gemma":0.001151282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04112588,"about_ca_topic_score_gemma":0.05005534,"domain_scores_codex":[0.9944741,0.0006529669,0.0008712959,0.0009374135,0.001201237,0.001862946],"domain_scores_gemma":[0.9975111,0.0003871357,0.0003178816,0.0006833905,0.0004399611,0.0006605563],"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":[0.00003369505,0.0001523662,0.009841167,0.000178553,0.0001837666,0.00008777768,0.1264919,0.0001245211,0.0002827374,0.02743975,0.8240951,0.01108862],"study_design_scores_gemma":[0.001101743,0.00006371479,0.02227629,0.0001472017,0.0001480898,0.00000947942,0.02497228,0.0009379297,0.0003290667,0.001063784,0.948207,0.0007433998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6428663,0.01610964,0.0001513621,0.2437714,0.01422174,0.001796126,0.000725687,0.001030873,0.07932691],"genre_scores_gemma":[0.3594238,0.002927174,0.0005106864,0.0219883,0.003899009,0.00007719342,0.0003715252,0.0001432623,0.6106591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5313321,"threshold_uncertainty_score":0.9999182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281913040713717,"score_gpt":0.4047096145181859,"score_spread":0.2765183104468142,"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."}}