{"id":"W4388677194","doi":"10.31852/emf.35.2023.018.023","title":"A klimatológiai információk szerepe az infrastruktúrák éghajlati hatásvizsgálati eljárásaiban, fókuszban a naperőművek","year":2023,"lang":"hu","type":"book-chapter","venue":"Egyetemi meteorológiai füzetek","topic":"Hungarian Social, Economic and Educational Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Connaught Fund","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.004308762,0.002854822,0.004030016,0.001175844,0.005149872,0.001242608,0.00278822,0.002966704,0.01236785],"category_scores_gemma":[0.002488744,0.003202132,0.002256328,0.001114094,0.003522831,0.001668195,0.001306149,0.002991797,0.0227944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002187278,"about_ca_system_score_gemma":0.003538821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175233,"about_ca_topic_score_gemma":0.00321292,"domain_scores_codex":[0.985669,0.0005848603,0.004358743,0.00305857,0.00269805,0.003630755],"domain_scores_gemma":[0.9882421,0.00362885,0.003250117,0.001938812,0.001181809,0.001758246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000357039,0.000280642,0.005032694,0.0007487697,0.005299322,0.0001659016,0.06966282,0.0001078241,0.00005591378,0.7338999,0.1456947,0.03869452],"study_design_scores_gemma":[0.001934969,0.0004437424,0.004341266,0.001081408,0.001176243,0.00003416588,0.0211634,0.0002021272,0.00003171348,0.0743747,0.8909578,0.004258459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01282874,0.00329413,0.0001499905,0.008498571,0.01222788,0.003862456,0.001541991,0.001581898,0.9560143],"genre_scores_gemma":[0.1960682,0.01577816,0.002618422,0.003639117,0.009164365,0.0007988639,0.001055012,0.001214289,0.7696635],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7452632,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06313443203654151,"score_gpt":0.2976886806938883,"score_spread":0.2345542486573468,"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."}}