{"id":"W2289687141","doi":"10.6084/m9.figshare.769249.v1","title":"ESA 2013 Ignite talk: The EcoData Retriever","year":2013,"lang":"en","type":"article","venue":"Figshare","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Labrador Retriever; Medicine","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":[0.005510343,0.001729395,0.001436852,0.001307298,0.003232698,0.009117948,0.001973087,0.002848328,0.236899],"category_scores_gemma":[0.003079202,0.0007864757,0.001162354,0.001724983,0.0008857998,0.005531376,0.006215858,0.004012442,0.2036311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00186455,"about_ca_system_score_gemma":0.002361258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01469064,"about_ca_topic_score_gemma":0.0354984,"domain_scores_codex":[0.9989225,0.000139738,0.00002840799,0.0002085748,0.0005382292,0.0001625339],"domain_scores_gemma":[0.998224,0.0001461132,0.00004979725,0.0002910778,0.0006047029,0.0006844128],"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":[0.0001027082,0.00002178919,0.0001625473,0.00001732535,0.000008919084,0.00003737564,0.00003273345,0.00006781397,0.000716248,0.0006427653,0.9901593,0.008030481],"study_design_scores_gemma":[0.0000446419,0.00001847343,0.0009624786,0.00002394262,0.000008262411,0.00002965776,0.0001344851,0.0006744709,0.0009419764,0.001300056,0.9958359,0.00002553996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.01010264,0.004661027,0.07719185,0.06141541,0.02942724,0.001118317,0.1566754,0.1013385,0.5580696],"genre_scores_gemma":[0.01671427,0.00189711,0.02439351,0.006949535,0.004249565,0.0005409256,0.118882,0.02961509,0.7967579],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.236899,"threshold_uncertainty_score":0.792506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836015009826932,"score_gpt":0.2026886154057341,"score_spread":0.1843284653074647,"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."}}