{"id":"W6894255179","doi":"10.5281/zenodo.7304920","title":"SolSysELTs2022 Part I: METIS","year":2022,"lang":"en","type":"other","venue":"Leiden Repository (Leiden University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001076739,0.001581145,0.001083618,0.002132536,0.001867406,0.006142774,0.001652613,0.001355034,0.8608078],"category_scores_gemma":[0.002997073,0.0004711629,0.000670802,0.002489203,0.0004683307,0.002070823,0.003021915,0.001241333,0.805334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00140354,"about_ca_system_score_gemma":0.001774689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006474167,"about_ca_topic_score_gemma":0.01143444,"domain_scores_codex":[0.9992921,0.00009326407,0.00002767808,0.0000965127,0.0003709753,0.000119444],"domain_scores_gemma":[0.9986229,0.0001546576,0.00005088989,0.0002006027,0.0005699884,0.0004010236],"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":[0.00007776469,0.00001813937,0.00003613746,0.00005603494,0.000002249174,0.00001952464,0.00003047924,0.0000609477,0.0004118918,0.001156756,0.9769222,0.02120787],"study_design_scores_gemma":[0.00003489733,0.00002119056,0.0003020912,0.00004580566,0.000002822843,0.0000249404,0.00006647558,0.000278781,0.0006331846,0.0008795862,0.9976999,0.00001029597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007265956,0.0002687501,0.00368218,0.0006883598,0.001654446,0.0002140318,0.03795532,0.01627077,0.9385396],"genre_scores_gemma":[0.002509402,0.0001669226,0.001369204,0.0001194604,0.0003286163,0.0001787349,0.02593221,0.008120582,0.9612749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8608078,"threshold_uncertainty_score":0.1985407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009663838053961512,"score_gpt":0.1816539757938924,"score_spread":0.1719901377399309,"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."}}