{"id":"W4408818601","doi":"10.63485/2y4sr-haw86","title":"Background on CLA support for IRs","year":2007,"lang":"en","type":"preprint","venue":"","topic":"Advanced Database Systems and Queries","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01404648,0.0007675447,0.0005233819,0.006189208,0.005834343,0.0145614,0.004547776,0.005560788,0.1245102],"category_scores_gemma":[0.03524593,0.0007323585,0.0008382294,0.008158606,0.0058329,0.01516247,0.006634049,0.005280304,0.03560872],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00843673,"about_ca_system_score_gemma":0.01226817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06180342,"about_ca_topic_score_gemma":0.03961051,"domain_scores_codex":[0.9883866,0.003047743,0.0009271259,0.001457903,0.004024944,0.002155644],"domain_scores_gemma":[0.9709999,0.01139627,0.001167441,0.004137416,0.009373524,0.002925453],"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":[0.00005885678,0.0001514474,0.001551648,0.00062558,0.00001295378,0.000338016,0.004046767,0.0008487606,0.0007269392,0.5806567,0.1941825,0.2167998],"study_design_scores_gemma":[0.000005539964,0.00001656313,0.0004672242,0.0006291537,0.000004209694,0.0001774474,0.001363139,0.0004227914,0.0003601221,0.02284481,0.9736893,0.00001964966],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.006220324,0.01894247,0.02946499,0.1217979,0.001742063,0.0003498437,0.001579727,0.001483231,0.8184195],"genre_scores_gemma":[0.22663,0.04714964,0.09711201,0.04345125,0.008369782,0.0007049683,0.006771453,0.00204295,0.567768],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9915633,"threshold_uncertainty_score":0.4165282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494334957661553,"score_gpt":0.3400244437316087,"score_spread":0.2750810941549932,"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."}}