{"id":"W7041931961","doi":"","title":"Présentation","year":2023,"lang":"fr","type":"other","venue":"Industrias Culturais (Universidade de Coimbra)","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Theme (computing); Subjectivity; Face (sociological concept); Period (music)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006990416,0.0008025415,0.000622478,0.0003535395,0.0005797527,0.0001658138,0.0008308763,0.001726137,0.1032631],"category_scores_gemma":[0.0005194198,0.0009259502,0.0002877614,0.001364296,0.0008093741,0.0007904043,0.0004849116,0.001770974,0.05306739],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00423666,"about_ca_system_score_gemma":0.0002012542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009906731,"about_ca_topic_score_gemma":0.004634492,"domain_scores_codex":[0.9948437,0.0006663199,0.0005040401,0.00161629,0.000925232,0.001444454],"domain_scores_gemma":[0.9974322,0.0004203569,0.0006217205,0.0007217351,0.00002628563,0.0007777492],"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":[0.00007351048,0.0003778764,0.01636296,0.0001416106,0.0004953723,0.001310436,0.005214629,0.002296014,0.01118435,0.003072339,0.7117029,0.247768],"study_design_scores_gemma":[0.001340428,0.0001154083,0.3948208,0.0004521314,0.00022632,0.00005205055,0.003928313,0.0005278239,0.0007227381,0.00009745637,0.5967935,0.0009230479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0310616,0.0001879971,0.001349578,0.03742703,0.003683126,0.002642826,0.0005741576,0.000946141,0.9221275],"genre_scores_gemma":[0.03127433,0.0006830053,0.0007926265,0.001235375,0.001658312,0.00005418195,0.000201707,0.0007933337,0.9633071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3784579,"threshold_uncertainty_score":0.9995859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03179994628235377,"score_gpt":0.2627815284487008,"score_spread":0.230981582166347,"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."}}