{"id":"W4414768444","doi":"10.20961/alchemy.21.2.93245.251-263","title":"Pirolisis Kilat Spirulina platensis dengan Katalis Ni/Al-SBA-15","year":2025,"lang":"id","type":"article","venue":"ALCHEMY Jurnal Penelitian Kimia","topic":"Catalysis and Hydrodesulfurization Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Catalysis; Pyrolysis; Fourier transform infrared spectroscopy; Infrared spectroscopy","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005234155,0.0009935622,0.001380355,0.0007537523,0.0007830714,0.0005373664,0.000710504,0.0004612816,0.0008193812],"category_scores_gemma":[0.0001904279,0.001083606,0.0007549092,0.001594881,0.0002491972,0.0005446899,0.000493193,0.0009053684,0.001095727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004236611,"about_ca_system_score_gemma":0.0001993807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003107047,"about_ca_topic_score_gemma":0.000420884,"domain_scores_codex":[0.9953501,0.0001010169,0.001500034,0.001071437,0.0007317894,0.001245644],"domain_scores_gemma":[0.9975076,0.0002348153,0.0002908644,0.001092657,0.0004350597,0.0004390165],"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":[0.0005018876,0.0007876478,0.03906726,0.00248617,0.01083961,0.0008702922,0.004844555,0.01379537,0.05419886,0.006349567,0.8541389,0.01211989],"study_design_scores_gemma":[0.006899904,0.0002352434,0.1876756,0.002368256,0.005764294,0.0002581524,0.002744645,0.0117227,0.1681252,0.001025736,0.6081723,0.00500801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8499984,0.0264723,0.003453378,0.01299777,0.00524556,0.001014897,0.0009063605,0.0009842332,0.09892715],"genre_scores_gemma":[0.9815593,0.003482189,0.000273555,0.003619361,0.0006842779,0.00004416014,0.0003012308,0.0001563614,0.009879549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2459666,"threshold_uncertainty_score":0.999682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073293118894272,"score_gpt":0.2456823612644004,"score_spread":0.2349494300754577,"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."}}