{"id":"W4229783031","doi":"10.4000/ilcea.13000","title":"Images des Amériques : fabrique, représentations, usages","year":2021,"lang":"fr","type":"paratext","venue":"ILCEA","topic":"European Political History Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0002242723,0.0006748422,0.0008990853,0.0003201154,0.001544556,0.0009380111,0.000495898,0.0002425599,0.1051252],"category_scores_gemma":[0.0003209391,0.0007029744,0.0007292629,0.0001519034,0.003266257,0.0004917784,0.0002261799,0.0007640293,0.02740305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004089642,"about_ca_system_score_gemma":0.0002391338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002974985,"about_ca_topic_score_gemma":0.001700537,"domain_scores_codex":[0.9960163,0.00090643,0.000937473,0.0009545402,0.0004107859,0.0007745071],"domain_scores_gemma":[0.9972144,0.0004763545,0.0003431518,0.0008957829,0.0007469266,0.0003234056],"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":[0.00001135558,0.000262963,0.00007308479,0.0006960763,0.0005103152,0.0004584972,0.01161227,0.00003025471,0.0001034131,0.1924668,0.7918495,0.001925512],"study_design_scores_gemma":[0.0001625754,0.0000836281,0.0003414005,0.0006441636,0.0005092559,0.00003027591,0.005974883,0.00001610008,0.0006336754,0.002039752,0.988795,0.0007692904],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002408834,0.0537476,0.0003280474,0.001159741,0.002234961,0.000191924,0.001491167,0.000126495,0.9383112],"genre_scores_gemma":[0.009925942,0.008559587,0.0006680954,0.00108572,0.004194476,0.00003659614,0.0009361191,0.0001456704,0.9744478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1969455,"threshold_uncertainty_score":0.9997553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04384398835162887,"score_gpt":0.3150120300622358,"score_spread":0.2711680417106069,"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."}}