{"id":"W4411657866","doi":"10.51847/urdmc3d","title":"10.51847/uRdmc3d","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Dye analysis and toxicity","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aqueous solution; Adsorption; Shell (structure); Snail; Chemistry; Nuclear chemistry; Chemical engineering; Materials science; Organic chemistry; Composite material; Biology; Engineering; Ecology","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":[0.00005424823,0.00009883521,0.0001434942,0.00002401766,0.00005123749,0.00003352431,0.000174286,0.00005512467,0.9994501],"category_scores_gemma":[0.00001385964,0.00009336747,0.00009087061,0.0001197539,0.00001434998,0.00004421106,0.00002564233,0.00006995288,0.9859661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002148496,"about_ca_system_score_gemma":0.00001065007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000307193,"about_ca_topic_score_gemma":1.741218e-7,"domain_scores_codex":[0.9993435,0.000005881155,0.0001318494,0.0001879624,0.0001415493,0.0001892187],"domain_scores_gemma":[0.9995114,0.00001767714,0.00001909237,0.0003160705,0.00002037662,0.0001153988],"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":[0.00002543221,0.00006270857,0.00000111128,0.000006013312,0.000041653,0.000007399648,0.0000107081,0.00004967869,0.002596085,0.000001161293,0.02571299,0.9714851],"study_design_scores_gemma":[0.0001061426,0.00001139048,0.00001330851,0.000007176193,0.00002742276,0.000002245232,5.109231e-7,0.0004023376,0.001645482,0.000002089557,0.9976566,0.0001252632],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0128647,0.0000286913,3.263359e-7,0.0001765329,4.174906e-7,0.00001605999,0.00001229682,0.00008750596,0.9868135],"genre_scores_gemma":[0.004885659,3.51911e-7,0.000035169,0.00007787002,0.0001350978,0.000005090463,0.00001858128,0.00001447915,0.9948277],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9719436,"threshold_uncertainty_score":0.3807415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005308535714787235,"score_gpt":0.1800630614701388,"score_spread":0.1747545257553516,"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."}}