{"id":"W4311010726","doi":"10.9391/zenodo.7373745","title":"[LIVE] Game Awards 2022 Live Online Free","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Media and Visual Art","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["sts","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004939161,0.000129977,0.0001316066,0.0002015658,0.001698919,0.0007984366,0.003524379,0.00002437839,0.01437465],"category_scores_gemma":[0.0004915117,0.0001418327,0.000062172,0.0007511984,0.0000913894,0.0005341767,0.008412699,0.0003519593,0.00764832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001631431,"about_ca_system_score_gemma":0.000009193161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001633557,"about_ca_topic_score_gemma":3.623962e-7,"domain_scores_codex":[0.9978757,0.0003135833,0.0002127102,0.0004883665,0.0007158579,0.0003937919],"domain_scores_gemma":[0.9985905,0.0000337662,0.00008407594,0.0008070167,0.0002682551,0.0002163887],"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":[0.00004651955,0.0008628551,0.00001146291,0.00003457643,0.00005289631,0.00012309,0.006308566,0.0002500004,0.001459264,0.04208776,0.661517,0.287246],"study_design_scores_gemma":[0.0003987708,0.000616731,0.0003850501,0.000006778364,0.000003938741,0.0001008696,0.0005269501,0.004801755,0.000100165,0.00137181,0.9915061,0.0001810888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.34887,0.0008027325,0.08459593,0.02181384,0.003697073,0.002803718,0.003905679,0.01115653,0.5223544],"genre_scores_gemma":[0.9878656,0.00005967556,0.001400271,0.001313981,0.0003168655,2.130342e-7,0.00155105,0.001124852,0.006367511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6389955,"threshold_uncertainty_score":0.9996071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727860392196756,"score_gpt":0.258710475887804,"score_spread":0.2214318719658365,"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."}}