{"id":"W4411659526","doi":"10.51847/zsl9rtr","title":"10.51847/zsl9RTr","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Islamic Azad University","keywords":"Bromide; Chemistry; Conductometry; Organic chemistry; Inorganic chemistry; Environmental 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005537936,0.0001108735,0.0001388903,0.00001562679,0.0000577431,0.00004399761,0.0001749202,0.00006664354,0.998994],"category_scores_gemma":[0.00001128098,0.0001028381,0.00005345222,0.00009819081,0.00001134907,0.00004574406,0.00002067289,0.00006284981,0.9833442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003491735,"about_ca_system_score_gemma":0.00001723964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006716081,"about_ca_topic_score_gemma":1.860461e-7,"domain_scores_codex":[0.9992685,0.000007923875,0.0001481725,0.0001870504,0.0001632276,0.0002251552],"domain_scores_gemma":[0.9995223,0.00002494072,0.00002027472,0.0002810739,0.00001998161,0.0001314792],"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":[0.00006114432,0.00003643899,0.00000249327,0.00001125277,0.00001936978,0.000008592858,0.00001536307,0.00002110327,0.006808183,6.420586e-7,0.02092175,0.9720936],"study_design_scores_gemma":[0.0001670257,0.000018122,0.00001746234,0.00002036824,0.000006969266,0.00000762647,0.000002314919,0.00006942474,0.001157874,9.249096e-7,0.9983821,0.0001498071],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03988878,0.00005183262,4.747029e-8,0.00006296214,0.000002253841,0.00004389334,0.00001849596,0.0001385483,0.9597932],"genre_scores_gemma":[0.01884951,1.890675e-7,0.00001151823,0.00002958642,0.0001675535,0.00001324048,0.000006791237,0.00002179479,0.9808998],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9774603,"threshold_uncertainty_score":0.4193616,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00561006177121673,"score_gpt":0.1723455886762285,"score_spread":0.1667355269050117,"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."}}