{"id":"W4411618071","doi":"10.51847/2vw9vz9ee4","title":"10.51847/2VW9vz9eE4","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Oil, Gas, and Environmental Issues","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Al-Nahrain University","keywords":"Sulfur; Combustion; Field (mathematics); Environmental science; Environmental chemistry; Waste management; Chemistry; Engineering; Mathematics; Organic chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004199799,0.000849115,0.0005365929,0.001608334,0.001164215,0.002403883,0.001047221,0.002141787,0.9730488],"category_scores_gemma":[0.0007130329,0.0003401207,0.0005356942,0.001302825,0.0004729466,0.001210708,0.002066935,0.000867685,0.9671746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006830745,"about_ca_system_score_gemma":0.0003568155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002657628,"about_ca_topic_score_gemma":0.002498506,"domain_scores_codex":[0.9997167,0.0000210241,0.00001396402,0.00007042597,0.0001086246,0.00006932499],"domain_scores_gemma":[0.9995116,0.0000682746,0.00001766819,0.00008871731,0.0001751183,0.0001385646],"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":[0.000180126,0.0001507156,0.001101686,0.0002525774,0.00002011846,0.0002840709,0.00005632997,0.0003799007,0.005743882,0.004415491,0.4406876,0.5467275],"study_design_scores_gemma":[0.00001715097,0.00002212046,0.0005388935,0.00007110406,0.000003809934,0.0001231578,0.0000445252,0.0003174838,0.0007605583,0.0005091262,0.9975833,0.00000875737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001041118,0.0002419895,0.001654532,0.0004633567,0.0004407664,0.00008763651,0.001492681,0.00206192,0.9925161],"genre_scores_gemma":[0.00258467,0.00009862807,0.0006781567,0.0001636992,0.0000408381,0.00003257726,0.000924559,0.0003335412,0.9951433],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02695119,"threshold_uncertainty_score":0.03844255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005449336336993454,"score_gpt":0.1681528842188009,"score_spread":0.1627035478818074,"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."}}