{"id":"W4389073547","doi":"","title":"Notice de présentation des projections et incertitudes pour Explore2","year":2023,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emergent BioSolutions (Canada)","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":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0172336,0.0003928486,0.000386765,0.000217995,0.001615738,0.0006591732,0.001161923,0.0004338061,0.0005708713],"category_scores_gemma":[0.008745155,0.0004529829,0.000304453,0.001210492,0.001050359,0.0005337717,0.000678104,0.0008528993,0.0003613438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007963892,"about_ca_system_score_gemma":0.002726899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02849709,"about_ca_topic_score_gemma":0.03571864,"domain_scores_codex":[0.9780763,0.01895032,0.0006919978,0.0009009187,0.0007068549,0.0006735413],"domain_scores_gemma":[0.9883335,0.006390369,0.0006284743,0.001080429,0.003200609,0.0003666831],"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":[0.0000123015,0.001217752,0.01030617,0.0002713822,0.0001509034,0.000003748029,0.1554833,0.0006315677,0.001837877,0.771029,0.007089356,0.0519667],"study_design_scores_gemma":[0.001055026,0.000002561247,0.2236572,0.007022997,0.0004415511,0.00002748167,0.02649823,0.01084188,0.01985109,0.3534456,0.3553331,0.001823212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1927276,0.001492889,0.3498185,0.1914846,0.003713693,0.001507868,0.0001438204,0.0007700506,0.258341],"genre_scores_gemma":[0.2737769,0.007498371,0.4789536,0.000466974,0.0004915027,0.0006632134,0.0005555386,0.0001208937,0.237473],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4175834,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167850930998959,"score_gpt":0.3823209484028461,"score_spread":0.2655358553029502,"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."}}