{"id":"W4408384966","doi":"10.1002/cjce.25660","title":"Optimization of ion exchange cryogel functionalization via the epoxy method for protein adsorption from ora‐pro‐nobis ( <scp> <i>Pereskia aculeata</i> </scp> )","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Proteins in Food Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universidade Federal de Lavras; Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Surface modification; Adsorption; 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":[],"consensus_categories":[],"category_scores_codex":[0.0002158749,0.0006257122,0.0002593901,0.0001778606,0.0001317287,0.0002195572,0.0002096407,0.0002534331,0.0004752349],"category_scores_gemma":[0.0001576333,0.0001703283,0.0003209653,0.000117825,0.0001544439,0.000231949,0.0001738859,0.0003422944,0.0002417379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001544688,"about_ca_system_score_gemma":0.0001252955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005261695,"about_ca_topic_score_gemma":0.001057644,"domain_scores_codex":[0.9998875,0.00002158444,0.000007933242,0.00002937267,0.00002701077,0.00002649907],"domain_scores_gemma":[0.9999214,0.00001680321,0.00002453878,0.000004802992,0.0000194308,0.0000129709],"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":[0.0000106043,0.000004534918,0.00002259584,0.00001541811,0.000001828921,0.000005843968,0.000004970223,0.00003290069,0.999689,0.000005121064,0.000003305254,0.0002039682],"study_design_scores_gemma":[0.000001934432,0.00008326099,0.0009289316,0.000002990119,0.000008140632,0.00002672489,0.00001094964,0.0004075476,0.9981806,0.000005526807,0.0003398871,0.000003546705],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992134,0.0006011564,0.00647253,0.00003400263,0.0000138356,0.0000313456,0.00008929804,0.00003492929,0.0005888781],"genre_scores_gemma":[0.990289,0.0007877318,0.007359131,0.0000339236,0.000004112159,0.0000431627,0.0001895216,0.00004213261,0.0012512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006257122,"threshold_uncertainty_score":0.001589775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01702143660953259,"score_gpt":0.2112778663429752,"score_spread":0.1942564297334426,"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."}}