{"id":"W6955622423","doi":"10.58079/11yjd","title":"Une infographie sur les procès climatiques","year":2024,"lang":"fr","type":"article","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Military, Security, and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Vegetation (pathology); Natural (archaeology); Climate change; Term (time)","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":[],"category_scores_codex":[0.0007621077,0.0004235689,0.0004418756,0.0003983326,0.001302934,0.0004389982,0.000577756,0.00086153,0.001561782],"category_scores_gemma":[0.000476009,0.0004395635,0.0003696023,0.003937009,0.001644628,0.001512865,0.0001479706,0.001035102,0.0004162334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007768546,"about_ca_system_score_gemma":0.0008058271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05965416,"about_ca_topic_score_gemma":0.01666929,"domain_scores_codex":[0.9969492,0.0004881549,0.0004076132,0.0006296439,0.0006095013,0.0009159044],"domain_scores_gemma":[0.9981809,0.0005282438,0.0001405878,0.0002723158,0.000463771,0.000414185],"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":[0.00002002396,0.0001747538,0.001594153,0.0003204419,0.0004158436,0.0000965691,0.124532,0.00001115643,0.00007538437,0.2151172,0.6210933,0.0365491],"study_design_scores_gemma":[0.0003080453,0.00009460567,0.02679934,0.0006543877,0.0002572098,0.00001854614,0.128996,0.00008560358,0.00004422147,0.002840285,0.8393857,0.0005161103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2129842,0.1112894,0.00007454015,0.493198,0.00619018,0.0008424976,0.0003059041,0.0007485806,0.1743667],"genre_scores_gemma":[0.7556584,0.01352668,0.0002467016,0.0005642525,0.002614092,0.00003226793,0.00008993275,0.0000489103,0.2272187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5426742,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05857179421892702,"score_gpt":0.3013075258473552,"score_spread":0.2427357316284281,"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."}}