{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004212559,0.00113354,0.001281374,0.004644422,0.0009053395,0.0002049129,0.003036401,0.0007919499,0.0475642],"category_scores_gemma":[0.00009179831,0.001477179,0.0007898793,0.003294094,0.0004154387,0.0004196707,0.001922604,0.00151335,0.007501792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206216,"about_ca_system_score_gemma":0.0006904643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004448502,"about_ca_topic_score_gemma":0.001110316,"domain_scores_codex":[0.9931929,0.001335101,0.000596894,0.002010017,0.001745937,0.001119168],"domain_scores_gemma":[0.9951862,0.0001835284,0.001365761,0.002555874,0.0001562687,0.0005524038],"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":[0.0001199365,0.0001854297,0.008463288,0.0001300001,0.001125373,0.008417346,0.000101131,0.00003413652,0.0007986663,0.0027712,0.977716,0.0001374584],"study_design_scores_gemma":[0.001073808,0.0001392515,0.0006039224,0.000199993,0.001000538,0.0002729998,0.0005398442,0.000007983901,0.0002494216,0.00002527846,0.9943581,0.001528879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004168427,0.001365179,0.0000349664,0.00006902096,0.003042239,0.001257095,0.0004913285,0.003157944,0.9901654],"genre_scores_gemma":[0.0005236049,0.000117313,0.0003821623,0.00008779594,0.001526115,0.000021648,0.000392141,0.002705405,0.9942438],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04006241,"threshold_uncertainty_score":0.9987677,"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."}}