{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03130403,0.00268246,0.001186434,0.003756666,0.002974856,0.01449483,0.003329009,0.009116471,0.1352915],"category_scores_gemma":[0.07945391,0.001157993,0.003124113,0.003733385,0.00188297,0.00789129,0.01002661,0.01346892,0.06231493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006176047,"about_ca_system_score_gemma":0.01863515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01681942,"about_ca_topic_score_gemma":0.009451393,"domain_scores_codex":[0.971755,0.006179277,0.001660813,0.001900206,0.01656942,0.001935333],"domain_scores_gemma":[0.9442335,0.01679832,0.002582865,0.004377554,0.02578782,0.00621994],"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":[0.0004971824,0.0001259672,0.0005009189,0.0004765087,0.00002784015,0.0002752999,0.0003291003,0.001438163,0.001794053,0.02286151,0.9186073,0.05306617],"study_design_scores_gemma":[0.00006203935,0.00007059891,0.0006947644,0.0002269132,0.000007350411,0.00007240585,0.0001398312,0.001329693,0.0006204628,0.007436431,0.9892896,0.00004989497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"methods","genre_scores_codex":[0.004513345,0.01125971,0.0899993,0.2952578,0.3039515,0.002873655,0.03719094,0.01569167,0.2392622],"genre_scores_gemma":[0.0471264,0.01404638,0.130698,0.04352333,0.1066755,0.008575603,0.05604921,0.01012223,0.5831833],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1352915,"threshold_uncertainty_score":0.4525951,"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."}}