{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002831668,0.001211897,0.0005315193,0.001681257,0.0007069319,0.0017907,0.001174773,0.002153532,0.8631877],"category_scores_gemma":[0.0004862748,0.0002901976,0.0004490714,0.001961877,0.0007044628,0.001517881,0.001540864,0.001266138,0.8995145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000730661,"about_ca_system_score_gemma":0.000700626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287871,"about_ca_topic_score_gemma":0.00219946,"domain_scores_codex":[0.9997988,0.00001556654,0.00001197152,0.00005617698,0.0000854107,0.000032086],"domain_scores_gemma":[0.9995775,0.00007715786,0.00002900926,0.00005232026,0.0001601493,0.0001039399],"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":[0.00007192939,0.00007535102,0.0001691985,0.0005320085,0.000006203016,0.0001858007,0.00003548105,0.0001796409,0.002961873,0.003930168,0.1799428,0.8119094],"study_design_scores_gemma":[0.000007185225,0.0000240872,0.0001966507,0.0001295026,0.000002391128,0.0002096077,0.00001205867,0.00004748553,0.0004242812,0.0003862384,0.9985566,0.000004010527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005760983,0.007123053,0.0009801943,0.0006014015,0.001002463,0.0000550609,0.0003752314,0.0005342661,0.9887523],"genre_scores_gemma":[0.001560453,0.003333834,0.0005437245,0.000348856,0.0001790824,0.00002520056,0.0002811323,0.0000721847,0.9936554],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1368123,"threshold_uncertainty_score":0.1951461,"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."}}