{"id":"W7067278730","doi":"","title":"Les tests unitaires comme méthode de prévention contre les injections SQL","year":2024,"lang":"fr","type":"other","venue":"Constellation (Université du Québec à Chicoutimi)","topic":"Environmental and Sediment Control","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Eastern Ontario Training Board","funders":"","keywords":"Test (biology); Video recording; Roll call","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002756538,0.0006015907,0.0004718234,0.0002789364,0.0007738126,0.000124437,0.0004118019,0.0005903576,0.4591562],"category_scores_gemma":[0.00003693582,0.0006629263,0.0003501903,0.0003508395,0.001260651,0.00028347,0.0003465808,0.0006369792,0.004730669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452278,"about_ca_system_score_gemma":0.0001673722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05461067,"about_ca_topic_score_gemma":0.08794998,"domain_scores_codex":[0.9974695,0.0003645592,0.000412037,0.0007956536,0.0004238267,0.0005344379],"domain_scores_gemma":[0.9985899,0.0003167817,0.0003431074,0.0004277065,0.0000195977,0.0003028631],"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":[0.0001703155,0.0008591822,0.3937281,0.0004347992,0.0009120805,0.0002127657,0.006248843,0.01153709,0.006200449,0.0144617,0.321124,0.2441106],"study_design_scores_gemma":[0.001883678,0.0002573589,0.1905791,0.0007819015,0.001161316,0.0001471824,0.003499578,0.01864474,0.0001711952,0.001088825,0.7805577,0.001227421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04146665,0.005119269,0.007129978,0.007270869,0.0007392916,0.0009778653,0.0001911437,0.0003162445,0.9367887],"genre_scores_gemma":[0.640052,0.0004280746,0.0004094272,0.0002361129,0.0002025672,0.000005221743,0.0000742449,0.0001354188,0.358457],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5985853,"threshold_uncertainty_score":0.9995822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01879401133378639,"score_gpt":0.208166601341555,"score_spread":0.1893725900077686,"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."}}