{"id":"W4388439506","doi":"10.7202/1106604ar","title":"Guest Editors Introduction","year":2023,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Honor; Library science; Humanities; Philosophy; Computer science; Internet privacy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002053548,0.0002172913,0.0002539677,0.0000929571,0.0009330089,0.0002605063,0.0003564307,0.0002916239,0.0004508133],"category_scores_gemma":[0.00110166,0.0002228199,0.0001414931,0.002681649,0.001837956,0.001754126,0.00005335554,0.0002947905,0.00153565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003108033,"about_ca_system_score_gemma":0.0001907327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0257285,"about_ca_topic_score_gemma":0.01523912,"domain_scores_codex":[0.9969389,0.0006586,0.0003297006,0.000514076,0.0008684858,0.0006901955],"domain_scores_gemma":[0.9987199,0.0004245625,0.0002350934,0.0001901345,0.0002433013,0.0001870457],"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":[0.000007861846,0.000042025,0.003956357,0.0000319549,0.00001944856,0.000006317698,0.00697575,0.001533175,0.00002926334,0.01797059,0.898357,0.0710702],"study_design_scores_gemma":[0.0001057799,0.0000840006,0.06881078,0.0001134713,0.00002693511,0.00000208643,0.004486212,0.0008410052,0.0001118395,0.009568331,0.9155779,0.0002716684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1035363,0.006141522,0.0001295509,0.6833931,0.150415,0.0003355226,0.00007560348,0.0007934172,0.05517999],"genre_scores_gemma":[0.7455027,0.02836688,0.0003776663,0.0002542571,0.1200197,0.00004902677,0.00002909009,0.00002895606,0.1053717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6831388,"threshold_uncertainty_score":0.9992418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638712639392637,"score_gpt":0.336170108925789,"score_spread":0.2897829825318626,"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."}}