{"id":"W7095909336","doi":"","title":"DEPARTEMENT D'INFORMATIQUE ET DE GENIE LOGICIEL","year":2013,"lang":"en","type":"article","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Context (archaeology); Work (physics); Automation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000229028,0.0001020371,0.0001026751,0.00003403526,0.00007292928,0.00009780869,0.000301664,0.00003251832,0.0002159841],"category_scores_gemma":[0.0000236608,0.00007370728,0.00003425021,0.0000992175,0.00001909358,0.001563043,0.0002440316,0.00006974055,0.0010049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003765548,"about_ca_system_score_gemma":0.00006908407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004672802,"about_ca_topic_score_gemma":0.0001343997,"domain_scores_codex":[0.9991782,0.00003774205,0.0002165512,0.0001540515,0.0001465676,0.0002668292],"domain_scores_gemma":[0.9992507,0.00004397393,0.00006023544,0.0004867629,0.00005555517,0.0001027992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[6.410465e-7,0.00002468294,0.0002614591,0.00001838371,0.000008682533,0.000002408273,0.001096754,0.0001910857,0.001516494,0.957793,0.0314303,0.007656127],"study_design_scores_gemma":[0.0002067602,0.00004900068,0.001985362,0.00001649372,0.000001560154,0.00005362617,0.0001803556,0.0118116,0.003553528,0.00428291,0.9775876,0.0002712399],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01021249,0.0000315349,0.9468395,0.0008479407,0.0001067397,0.0002006666,0.000003071954,0.0001921582,0.04156591],"genre_scores_gemma":[0.170239,0.00002715825,0.8204958,0.005283882,0.00004044209,0.0001186344,0.00001244628,0.000006052284,0.003776588],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.95351,"threshold_uncertainty_score":0.9997729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0798518932505752,"score_gpt":0.3510367384253851,"score_spread":0.2711848451748099,"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."}}