{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324762,0.0009353461,0.0006889058,0.0009304592,0.001786969,0.002450734,0.0006841883,0.0009874193,0.202178],"category_scores_gemma":[0.0007916355,0.0003206585,0.0005315624,0.0008069517,0.000455862,0.001345837,0.001650775,0.001755228,0.08626208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007887592,"about_ca_system_score_gemma":0.00146458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00156641,"about_ca_topic_score_gemma":0.001558747,"domain_scores_codex":[0.9997104,0.00003481488,0.00001943996,0.0001159786,0.00007334509,0.00004612755],"domain_scores_gemma":[0.9996088,0.00007464308,0.000040179,0.00003919028,0.0001349808,0.0001022569],"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":[0.0008737139,0.0003593064,0.00433734,0.002589119,0.00006676365,0.005200823,0.001287218,0.001567506,0.01125548,0.0230985,0.2124733,0.7368909],"study_design_scores_gemma":[0.00001951558,0.0001178002,0.004045384,0.0002940472,0.0000332101,0.003036651,0.000538394,0.0005513376,0.002032932,0.002072533,0.9872306,0.00002760924],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04706519,0.08297005,0.01107398,0.01435237,0.01452454,0.0003929338,0.002853671,0.001811729,0.8249555],"genre_scores_gemma":[0.134393,0.0544216,0.01054677,0.002839691,0.002067076,0.0002028461,0.002658307,0.0006591415,0.7922114],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.202178,"threshold_uncertainty_score":0.6763527,"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."}}