{"id":"W7064293910","doi":"","title":"Bel été ! (et un avant-goût du séminaire 2021/2022)","year":2021,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Mode (computer interface); Quality (philosophy)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003116458,0.0009558317,0.0009107224,0.0002818079,0.0005836217,0.0003442754,0.0008567839,0.001048056,0.09126848],"category_scores_gemma":[0.00006298881,0.001050015,0.0004955021,0.0009278575,0.0002662925,0.0004918138,0.000433219,0.00175788,0.002622218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805593,"about_ca_system_score_gemma":0.00119259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005425594,"about_ca_topic_score_gemma":0.0003898384,"domain_scores_codex":[0.9963634,0.0003718403,0.0005073972,0.001022983,0.0005280533,0.001206342],"domain_scores_gemma":[0.9978006,0.0001657951,0.0005527193,0.0006636768,0.0002587896,0.0005584281],"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":[0.0002423111,0.001108135,0.06380098,0.0002790873,0.003908281,0.00148498,0.01034577,0.0003017315,0.0250312,0.0406573,0.5639414,0.2888989],"study_design_scores_gemma":[0.00276381,0.0001034946,0.0892092,0.0008936616,0.0003480063,0.00004851414,0.003074432,0.0005554712,0.009369883,0.0001096139,0.8920249,0.001498987],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.29084,0.002023685,0.0006111937,0.0290386,0.003658267,0.001174253,0.0008228965,0.0001698863,0.6716613],"genre_scores_gemma":[0.2271392,0.0003366196,0.0004583566,0.0003300209,0.002242024,0.00003653345,0.001250849,0.0002153346,0.7679911],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3280836,"threshold_uncertainty_score":0.999195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01807297019016798,"score_gpt":0.2284152590790067,"score_spread":0.2103422888888387,"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."}}