{"id":"W2137670521","doi":"10.51847/obt7uxx","title":"10.51847/Obt7UXx","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Adsorption and biosorption for pollutant removal","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosorption; Sorption; Spirulina (dietary supplement); Fourier transform infrared spectroscopy; Adsorption; Desorption; Chemistry; Polyurethane; Biomass (ecology); Packed bed; Nuclear chemistry; Chromatography; Chemical engineering; 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":[0.0006874662,0.001640275,0.0007895891,0.002936342,0.001362837,0.003601207,0.001385931,0.003416784,0.9324063],"category_scores_gemma":[0.0007009833,0.0006285204,0.000918934,0.002450982,0.0008444472,0.001853026,0.002018986,0.001297617,0.9388825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001120418,"about_ca_system_score_gemma":0.0006200062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003170945,"about_ca_topic_score_gemma":0.002639185,"domain_scores_codex":[0.999544,0.00003203575,0.00003563697,0.0001120955,0.0001655233,0.0001107742],"domain_scores_gemma":[0.9991425,0.0001379509,0.00006305503,0.0001554925,0.0002620395,0.0002389601],"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":[0.0006086805,0.0005304375,0.001523123,0.0004248631,0.00003358177,0.0003749557,0.0001365288,0.0008153183,0.02455554,0.006543203,0.1280257,0.836428],"study_design_scores_gemma":[0.00009221488,0.0001695139,0.001932257,0.0001842865,0.00002251837,0.0006035727,0.0001133252,0.001505821,0.007080418,0.001744842,0.9865232,0.00002798178],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006071121,0.00136175,0.009129913,0.001024245,0.00137313,0.0002002121,0.002714663,0.004415674,0.9737093],"genre_scores_gemma":[0.004484364,0.0002824728,0.002856558,0.0002211196,0.0001153984,0.00006324564,0.00186113,0.0004349104,0.9896808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06759369,"threshold_uncertainty_score":0.09641415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005111813093012366,"score_gpt":0.1723423131254541,"score_spread":0.1672305000324417,"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."}}