{"id":"W7069153975","doi":"","title":"Svobodná škola","year":2019,"lang":"en","type":"other","venue":"Digital Repository (National Repository of Grey Literature)","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Information system; Complete information; Democracy","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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003832323,0.0006744972,0.0008204788,0.0005319929,0.0002019187,0.001734146,0.001269356,0.0006415126,0.00027928],"category_scores_gemma":[0.0005116284,0.000612746,0.0003281647,0.0003644916,0.0004846773,0.0009155701,0.0003162376,0.0004431637,0.0006128671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001929044,"about_ca_system_score_gemma":0.0005433388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005046778,"about_ca_topic_score_gemma":0.00000106467,"domain_scores_codex":[0.9947343,0.0002194123,0.00103307,0.001219502,0.002294997,0.0004987055],"domain_scores_gemma":[0.9962792,0.000245316,0.001506585,0.0009875176,0.0007736951,0.0002076246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001545828,0.0003564292,0.00270324,0.001277484,0.0001201318,0.0002560227,0.000404259,0.0003775053,0.4984253,0.005262832,0.4904677,0.0001945305],"study_design_scores_gemma":[0.0006605505,0.0003024063,0.001681147,0.002895885,0.00006513099,0.0008644611,0.0000241431,0.000262655,0.06939702,0.0005466198,0.9218509,0.00144909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005227964,0.001895987,0.0001145168,0.00003986438,0.007255856,0.0005398067,0.0004260971,0.0004629394,0.984037],"genre_scores_gemma":[0.07746421,0.00001063115,0.001572023,0.00008085576,0.001795007,0.00003600035,0.0001803713,0.0004078657,0.918453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4313832,"threshold_uncertainty_score":0.9996324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005924880331139584,"score_gpt":0.234550241390406,"score_spread":0.2286253610592665,"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."}}