{"id":"W4286681550","doi":"10.53810/jt.v22i2.427","title":"STUDI KETAHANAN BETON GEOPOLIMER BERBASIS FLY ASH TERHADAP ASAM SULFAT","year":2022,"lang":"id","type":"article","venue":"Teodolita Media Komunkasi Ilmiah di Bidang teknik","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Fly ash; Materials science; Chemistry; Composite material","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","insufficient_payload"],"category_scores_codex":[0.001151773,0.001289374,0.001728214,0.0005749594,0.001507173,0.000269701,0.001458891,0.0004217971,0.003005057],"category_scores_gemma":[0.0004277761,0.001356194,0.0006810457,0.001257622,0.0006213035,0.0003679876,0.002400183,0.001617891,0.000951432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008178843,"about_ca_system_score_gemma":0.0001931281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238062,"about_ca_topic_score_gemma":0.0002505303,"domain_scores_codex":[0.9926467,0.0006584419,0.001615813,0.001351396,0.001644159,0.002083488],"domain_scores_gemma":[0.9965733,0.0006279563,0.0004189761,0.001548514,0.0002179892,0.0006132246],"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":[0.001500124,0.004748122,0.02635343,0.005856586,0.01250927,0.001854482,0.03330565,0.01072243,0.1542097,0.03498498,0.5271758,0.1867794],"study_design_scores_gemma":[0.005879418,0.001361896,0.07663835,0.0005763898,0.002492523,0.0004846005,0.02638172,0.0008618943,0.02865098,0.003866598,0.8467948,0.006010814],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942282,0.01564939,0.0001071309,0.004327869,0.01531392,0.001646964,0.001027314,0.002300371,0.01734501],"genre_scores_gemma":[0.9850304,0.001493689,0.001120655,0.0004916194,0.001982086,0.0007812803,0.0002641952,0.0003488387,0.0084872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.319619,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01821154893700718,"score_gpt":0.2155939107087912,"score_spread":0.197382361771784,"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."}}