{"id":"W4214898946","doi":"10.2172/944507","title":"EMSL Quarterly Highlights Report: 4th Quarter, FY08","year":2008,"lang":"en","type":"report","venue":"","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Geography; Archaeology","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":[],"consensus_categories":[],"category_scores_codex":[0.001636862,0.0007069504,0.0003617888,0.001638191,0.001987753,0.005091635,0.0009092115,0.002809314,0.1205308],"category_scores_gemma":[0.003646489,0.0003146107,0.0003021905,0.001454341,0.0003197506,0.001756071,0.001109386,0.002053468,0.07058055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004949479,"about_ca_system_score_gemma":0.009112707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08053641,"about_ca_topic_score_gemma":0.1319847,"domain_scores_codex":[0.9987733,0.00006187811,0.00003519869,0.00006251158,0.0008780264,0.0001891041],"domain_scores_gemma":[0.9979684,0.00009685266,0.0001715502,0.00005948704,0.001488491,0.0002151896],"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":[0.00002495078,0.00001249328,0.000339693,0.00002189634,0.000001197798,0.00002414745,0.00002657902,0.00001982687,0.00007199333,0.0004234618,0.9951268,0.003906863],"study_design_scores_gemma":[0.00001168348,0.00002246327,0.003615536,0.00003909148,0.000002630613,0.00001508291,0.0002370605,0.00004828364,0.000235009,0.0001835562,0.9955844,0.000005153428],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01526563,0.003651016,0.0009897577,0.09329992,0.01545627,0.0004782903,0.147667,0.002270778,0.7209214],"genre_scores_gemma":[0.01546574,0.002516337,0.0006825334,0.005258563,0.001522409,0.0003071607,0.03114883,0.0004059379,0.9426925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1205308,"threshold_uncertainty_score":0.4032156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03039818003732878,"score_gpt":0.2752834185751836,"score_spread":0.2448852385378548,"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."}}