{"id":"W7071629900","doi":"","title":"Speciális módszerek szakaszos desztillációra","year":2015,"lang":"hu","type":"other","venue":"REAL-d (Hungarian Academy of Sciences)","topic":"Clay minerals and soil interactions","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003950003,0.00113394,0.001851083,0.00108521,0.0007365193,0.0005722565,0.003281645,0.001467113,0.02558398],"category_scores_gemma":[0.0006780259,0.0009868689,0.0004738295,0.001932268,0.003790684,0.0009183941,0.0006543042,0.001343275,0.006154592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004319692,"about_ca_system_score_gemma":0.001035315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003937052,"about_ca_topic_score_gemma":0.0005345329,"domain_scores_codex":[0.9909166,0.0005225565,0.00200995,0.002257447,0.002570593,0.001722816],"domain_scores_gemma":[0.9954759,0.0004864138,0.002101856,0.000622621,0.0003000626,0.001013088],"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":[0.0001162664,0.0005254711,0.0002773806,0.000334692,0.0001534616,0.00002049975,0.00197819,0.0005962183,0.1471974,0.0256422,0.8203844,0.002773861],"study_design_scores_gemma":[0.001287684,0.0005352059,0.001783694,0.001540149,0.0003304346,0.0001377094,0.001373214,0.002014398,0.01272117,0.003207212,0.9732727,0.001796369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02876464,0.001230549,0.00008416365,0.003876997,0.002981218,0.001202332,0.001334468,0.000242708,0.9602829],"genre_scores_gemma":[0.1772611,0.005219648,0.005213503,0.001207875,0.005233654,0.00008296962,0.00007332072,0.0005009159,0.8052071],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1550759,"threshold_uncertainty_score":0.9998292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07902254800748383,"score_gpt":0.3517891762211175,"score_spread":0.2727666282136337,"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."}}