{"id":"W2240978222","doi":"10.33366/bs.v9i2.234","title":"UPAYA MENGURANGI PENIPISAN LAPISAN OZON","year":2009,"lang":"ms","type":"article","venue":"BUANA SAINS","topic":"Natural Products and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ozone; Ozone layer; Montreal Protocol; Atmosphere (unit); Ozone depletion; Stratosphere; Environmental science; Troposphere; Chemistry; Environmental chemistry; Atmospheric sciences; Meteorology; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002312848,0.0003149526,0.0003042173,0.00002467731,0.0006014761,0.0001941862,0.0005656625,0.0001998646,0.002277261],"category_scores_gemma":[0.00006038692,0.0001331227,0.0002063538,0.0005269265,0.0001149286,0.0001772086,0.00006385563,0.0003226894,0.0007497759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005165781,"about_ca_system_score_gemma":0.00001900208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003776491,"about_ca_topic_score_gemma":0.0003611296,"domain_scores_codex":[0.9979501,0.00008194873,0.0003619755,0.0006683539,0.0003189537,0.0006186829],"domain_scores_gemma":[0.9991898,0.00008021363,0.0001466226,0.0002279668,0.00009352446,0.0002619049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003475133,0.0004701216,0.0008422511,0.00001156813,0.00003028366,0.0000142809,0.000167818,0.000008395367,0.2383236,0.07147954,0.02819625,0.6604211],"study_design_scores_gemma":[0.0003695053,0.0007254834,0.3493665,0.0000648723,0.00007853356,0.0000173859,0.0007595824,0.0001475813,0.005018743,0.007315137,0.635277,0.000859669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862663,0.004572667,0.000007695829,0.08786327,0.0004965073,0.0008199391,0.0002502479,0.0002396558,0.04308706],"genre_scores_gemma":[0.9864776,0.000546863,0.0001333385,0.001228306,0.001791322,0.000006375885,0.0001072148,0.000002627906,0.00970641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6595615,"threshold_uncertainty_score":0.9986348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01517390382074666,"score_gpt":0.2352483578771981,"score_spread":0.2200744540564514,"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."}}