{"id":"W4385943983","doi":"10.33895/mtk-2023.18.02","title":"A zöld átállás hatása az ásványi nyersanyagokkal való ellátásra","year":2023,"lang":"hu","type":"article","venue":"Műszaki Tudományos Közlemények","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Petro-Canada","funders":"","keywords":"Physics; Humanities; Molecular biology; Philosophy; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","insufficient_payload"],"category_scores_codex":[0.002362522,0.001587631,0.001968103,0.002181633,0.001865297,0.0007937286,0.002605132,0.001174977,0.004789814],"category_scores_gemma":[0.001062523,0.001666455,0.0008591986,0.004935191,0.002782977,0.0007861566,0.002022861,0.001347896,0.05980443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645743,"about_ca_system_score_gemma":0.0003305036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002799524,"about_ca_topic_score_gemma":0.0002616728,"domain_scores_codex":[0.9889652,0.0006520034,0.002121861,0.002800973,0.002023536,0.003436391],"domain_scores_gemma":[0.9942904,0.0008246666,0.001045307,0.002813054,0.0003463546,0.0006802149],"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":[0.0005021227,0.001119189,0.01394092,0.0007914032,0.001161462,0.001279087,0.01714741,0.0004392182,0.2369281,0.02120523,0.6911977,0.01428817],"study_design_scores_gemma":[0.008071722,0.00148581,0.06835259,0.0006976626,0.001121158,0.0002808127,0.02111512,0.004659436,0.04126447,0.01515625,0.832341,0.005453967],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9524652,0.003285434,0.00009985016,0.01427727,0.008876593,0.002326438,0.001325971,0.005760978,0.01158225],"genre_scores_gemma":[0.9805484,0.002141708,0.0009274926,0.001397292,0.001020517,0.0003272433,0.0001188542,0.0003960554,0.01312248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1956636,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02710626467882207,"score_gpt":0.275572475139327,"score_spread":0.2484662104605049,"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."}}