{"id":"W7027306553","doi":"","title":"Cadmium biosorption and selectivity of sargassum spp. and their alginates in relation to their [alpha]-L-guluronic acid content and conformation","year":2002,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Seaweed-derived Bioactive Compounds","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Université du Québec à Montréal; University of Portsmouth; Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Cadmium; Selectivity; Biosorption; Hydrolysate; Aqueous solution","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005963172,0.0004976672,0.00057651,0.0001561898,0.0004181769,0.00007443944,0.0001765055,0.0005170119,0.00003639541],"category_scores_gemma":[0.0002845654,0.0002584166,0.00008575492,0.0005034541,0.00009022659,0.0007973742,0.000101953,0.0005665408,0.000006619776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395803,"about_ca_system_score_gemma":0.000008337567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000769528,"about_ca_topic_score_gemma":0.005064244,"domain_scores_codex":[0.9978098,0.0002836281,0.0005654798,0.000692423,0.0002577889,0.0003909069],"domain_scores_gemma":[0.9986263,0.0003141889,0.0004651153,0.0001086664,0.0002955127,0.0001902064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001620871,0.00008055651,0.001478538,0.00007996451,0.00004169315,0.000001059188,0.00006433382,8.422037e-7,0.8557121,0.001298664,0.000001098419,0.141079],"study_design_scores_gemma":[0.0005481992,0.0006770782,0.5940854,0.0002807636,0.00004043229,0.00002307443,0.001452177,0.0001256127,0.3971131,0.002941696,0.00211141,0.000601132],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953836,0.001086512,1.167117e-7,0.00009984225,0.0001642507,0.0008323492,0.0005461178,0.00006479381,0.001822374],"genre_scores_gemma":[0.9983144,0.0007698847,0.00003889079,0.00007698941,0.00002423877,0.00005061417,0.0005492418,0.000008813124,0.0001668935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5926068,"threshold_uncertainty_score":0.9999868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02810489306256178,"score_gpt":0.2132343539776913,"score_spread":0.1851294609151296,"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."}}