{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004363832,0.0017709,0.001947122,0.004608756,0.002637798,0.006897848,0.002024145,0.002832447,0.1091713],"category_scores_gemma":[0.01057795,0.0009306077,0.001335028,0.002675839,0.002960074,0.003684109,0.003067837,0.008213867,0.04584045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01285571,"about_ca_system_score_gemma":0.008947054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02193093,"about_ca_topic_score_gemma":0.01199187,"domain_scores_codex":[0.9945076,0.0009200006,0.0002563368,0.001420239,0.002174615,0.0007211922],"domain_scores_gemma":[0.9860832,0.005732198,0.0005389811,0.0008899725,0.003776816,0.00297888],"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":[0.0007347179,0.0004689939,0.005091957,0.001305429,0.0001455676,0.000641175,0.001687448,0.004231374,0.003985859,0.2141703,0.4058954,0.3616418],"study_design_scores_gemma":[0.0001081823,0.0001647153,0.005151447,0.0002929593,0.00003637431,0.000829812,0.0003915962,0.005772807,0.00564709,0.02792998,0.9535994,0.00007564454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0340278,0.1015602,0.1042601,0.1862622,0.0288752,0.0005455384,0.006520594,0.004763831,0.5331846],"genre_scores_gemma":[0.1089087,0.04694491,0.04987447,0.004209796,0.01393511,0.0003426233,0.002160316,0.001450274,0.7721738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8908287,"threshold_uncertainty_score":0.3652143,"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."}}