{"id":"W4388432073","doi":"10.61737/ytfm1783","title":"Recension des solutions technologiques développées dans le monde afin de limiter la propagation de la COVID-19 et typologie des applications de traçage","year":2020,"lang":"fr","type":"report","venue":"","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003866799,0.0006790081,0.0008539344,0.0003759903,0.0007639442,0.0001375517,0.0006206724,0.001509155,0.0001743618],"category_scores_gemma":[0.01182443,0.0006339539,0.0003068508,0.0009515171,0.003240703,0.000256174,0.0004214014,0.001419457,0.0001118949],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004195891,"about_ca_system_score_gemma":0.0139214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001738943,"about_ca_topic_score_gemma":0.002303244,"domain_scores_codex":[0.9943955,0.001974779,0.0009019799,0.00107596,0.0004776186,0.001174167],"domain_scores_gemma":[0.9951286,0.001990206,0.000464312,0.00104914,0.0004408332,0.0009269318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006261155,0.003810368,0.403536,0.01441311,0.0013837,0.002231668,0.005586229,0.001515667,0.149099,0.1117627,0.1021695,0.2038659],"study_design_scores_gemma":[0.001794097,0.0005443764,0.2580604,0.002521833,0.001410846,0.003361939,0.005953937,0.002527276,0.02041572,0.07407869,0.6275733,0.001757585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01782124,0.01472868,0.8672335,0.01515682,0.0001252511,0.002984752,0.001553906,0.003448175,0.07694768],"genre_scores_gemma":[0.4770891,0.2271141,0.2757723,0.002818755,0.0005769642,0.003479963,0.005015204,0.0002962964,0.00783725],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5914612,"threshold_uncertainty_score":0.9997871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09271038761895221,"score_gpt":0.3715201043726979,"score_spread":0.2788097167537457,"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."}}