{"id":"W4411658442","doi":"10.51847/llltcsp","title":"10.51847/lLlTCsP","year":2000,"lang":"en","type":"review","venue":"Time to knit","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Solubility; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001085449,0.0004998861,0.00151169,0.0000781793,0.00007146182,0.0000973464,0.0005904147,0.0004347272,0.9975343],"category_scores_gemma":[0.00002606203,0.0004115811,0.0004944603,0.0002545557,0.00001807494,0.00003719436,0.00008781992,0.0002895945,0.9900419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001497545,"about_ca_system_score_gemma":0.0001658353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003117803,"about_ca_topic_score_gemma":8.393432e-8,"domain_scores_codex":[0.998174,0.00003847503,0.0005759558,0.0004987455,0.0003009574,0.0004119275],"domain_scores_gemma":[0.9987214,0.000103113,0.0001748529,0.000735044,0.00002870996,0.0002369442],"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":[0.00000630792,0.0000252461,2.398607e-9,0.003346695,0.0000985994,0.00001677614,0.000001813461,2.536368e-7,7.026206e-7,1.700887e-7,0.0184046,0.9780988],"study_design_scores_gemma":[0.00006992854,0.00001557675,5.325772e-9,0.005642232,0.0002501734,0.00004158432,3.427518e-7,9.674086e-7,6.63209e-7,1.502109e-7,0.9934847,0.0004936669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[6.236855e-8,0.49227,6.558689e-9,0.000001935862,0.000003921803,0.000121294,0.0001012467,0.00009629737,0.5074053],"genre_scores_gemma":[1.221739e-8,0.2822263,0.000003798313,0.000004157695,0.000382887,0.00008439413,0.00009337827,0.00008456316,0.7171205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9776052,"threshold_uncertainty_score":0.9998336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01971192494990096,"score_gpt":0.2343520067606102,"score_spread":0.2146400818107092,"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."}}