{"id":"W4411617624","doi":"10.51847/hawx7cs","title":"10.51847/HAWx7cs","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Corrosion Behavior and Inhibition","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sulfuric acid; Artemisia; Chemistry; Corrosion inhibitor; Corrosion; Metallurgy; Botany; Materials science; Biology; 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":[0.0005152242,0.001447982,0.0005948158,0.002724061,0.001166698,0.002409034,0.001149607,0.002557983,0.9388679],"category_scores_gemma":[0.0006517295,0.0005346197,0.0006686144,0.001788315,0.0007527869,0.001460026,0.001749916,0.001161874,0.9264684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001153632,"about_ca_system_score_gemma":0.0007001591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640244,"about_ca_topic_score_gemma":0.002625656,"domain_scores_codex":[0.9995542,0.00002612401,0.00002962969,0.0001224776,0.0001832894,0.00008425746],"domain_scores_gemma":[0.999185,0.00008701956,0.00005559456,0.0001689667,0.0003245656,0.0001788261],"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":[0.0004063333,0.0004597771,0.001715776,0.0004384367,0.00004306047,0.0004851767,0.0001149663,0.000771351,0.03306887,0.009318397,0.1935054,0.7596724],"study_design_scores_gemma":[0.00006129468,0.0001358737,0.002092731,0.0001617422,0.00001826672,0.0006287573,0.00009395939,0.001141408,0.008069521,0.001423475,0.9861437,0.00002929342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00476513,0.0007411303,0.004663572,0.0005801499,0.001171403,0.0001802817,0.001783014,0.003523927,0.9825913],"genre_scores_gemma":[0.006222264,0.0002343771,0.001907477,0.0002066259,0.00009708847,0.00006336215,0.001136162,0.0003384672,0.9897942],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06113213,"threshold_uncertainty_score":0.0871976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009137114231412941,"score_gpt":0.2014518107208291,"score_spread":0.1923146964894162,"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."}}