{"id":"W6958544471","doi":"10.6084/m9.figshare.164.v1","title":"Adsorption isotherm of CMC Mw","year":2011,"lang":"en","type":"other","venue":"Figshare","topic":"Reproductive biology and impacts on aquatic species","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Adsorption; Polymer; Sorption isotherm; Rectangle; Characterization (materials science); Analytical Chemistry (journal)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002006858,0.003147602,0.002228276,0.002617865,0.001576313,0.0008870612,0.003146388,0.001752869,0.03598631],"category_scores_gemma":[0.002715476,0.000766521,0.001873307,0.003537859,0.0004897654,0.001677768,0.0006437608,0.005373249,0.01219337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002113614,"about_ca_system_score_gemma":0.001279783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01020346,"about_ca_topic_score_gemma":0.007572234,"domain_scores_codex":[0.9964001,0.0003495287,0.0001478724,0.0006517438,0.001842249,0.0006084598],"domain_scores_gemma":[0.9978181,0.0007550073,0.0001361125,0.000224993,0.0009563302,0.0001094299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007318458,0.0005500658,0.001120538,0.001682591,0.0003306527,0.0003739589,0.000867372,0.001896405,0.9169846,0.002340607,0.03355176,0.03956965],"study_design_scores_gemma":[0.00007338404,0.0006424091,0.006936957,0.0001588953,0.0001557444,0.0002564317,0.000270079,0.008164625,0.9285057,0.0006431401,0.05403929,0.0001534404],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4243691,0.03304187,0.1393759,0.007751729,0.003040296,0.003312041,0.07606066,0.02297704,0.2900714],"genre_scores_gemma":[0.7077287,0.02053227,0.04789656,0.002276162,0.0004216612,0.003909709,0.04063637,0.002476045,0.1741226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03598631,"threshold_uncertainty_score":0.1203862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03369332944491794,"score_gpt":0.2579899354513747,"score_spread":0.2242966060064568,"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."}}