{"id":"W2104412767","doi":"10.2172/936764","title":"EMSL Science Highlights Report: FY2008, 2nd Quarter","year":2008,"lang":"en","type":"report","venue":"","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Computer science; History; 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":[0.001055774,0.0007276405,0.0003153356,0.00150732,0.001197774,0.002213664,0.0008376361,0.001469682,0.05431218],"category_scores_gemma":[0.001174997,0.0002008645,0.0002641308,0.001045416,0.0001738376,0.0009229538,0.0007875834,0.001175984,0.02034979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00358316,"about_ca_system_score_gemma":0.007086651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1023247,"about_ca_topic_score_gemma":0.1603129,"domain_scores_codex":[0.9994718,0.00002159756,0.0000111836,0.00002993281,0.0003817602,0.00008364559],"domain_scores_gemma":[0.9993406,0.00003381394,0.00006501307,0.00002201837,0.0004552815,0.00008318709],"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":[0.0001062276,0.00003849297,0.0008598572,0.00005965297,0.000004619369,0.0000601128,0.00003156474,0.00006128586,0.0003985331,0.000278757,0.9883,0.009800936],"study_design_scores_gemma":[0.00003188788,0.00004976237,0.008597392,0.00005070688,0.000006309728,0.00002302893,0.0001110116,0.0001196239,0.0009557696,0.0001567869,0.9898903,0.000007347779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02956898,0.004971707,0.001221419,0.03809098,0.008224475,0.001076847,0.351557,0.00260463,0.5626839],"genre_scores_gemma":[0.04065285,0.004345989,0.001586779,0.004648252,0.001528889,0.0005969056,0.1318201,0.0004703943,0.8143498],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1023247,"threshold_uncertainty_score":0.2034581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02336210914155041,"score_gpt":0.2450543950456493,"score_spread":0.2216922859040989,"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."}}