{"id":"W2022731312","doi":"10.1007/s10570-010-9447-1","title":"Alkyl dimethyl benzyl ammonium chloride adsorption mechanism on wood","year":2010,"lang":"en","type":"article","venue":"Cellulose","topic":"Analytical chemistry methods development","field":"Chemistry","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Ammonium chloride; Adsorption; Alkyl; Ammonium; Chloride; Mechanism (biology); Materials science; Chemistry; Organic chemistry; Chemical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003899103,0.0003411132,0.0003025574,0.00005328961,0.00008176894,0.00005436298,0.0004250599,0.0004053415,0.006383755],"category_scores_gemma":[0.0003496556,0.0003316235,0.0001634801,0.0001506595,0.00008587614,0.00007308687,0.0001461227,0.0009572483,0.0008348268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243631,"about_ca_system_score_gemma":0.00007903235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002500115,"about_ca_topic_score_gemma":0.000009847635,"domain_scores_codex":[0.9980138,0.00001958267,0.000386163,0.0006137259,0.0004629726,0.0005037494],"domain_scores_gemma":[0.9984577,0.0002256401,0.000139485,0.0007551374,0.00008131988,0.0003407039],"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":[0.0001280019,0.000161997,0.00007069708,0.00007656434,0.00004227419,0.00002812509,0.00007425757,0.000001026335,0.991352,0.005156883,0.0002525658,0.002655647],"study_design_scores_gemma":[0.0004219413,0.00001822753,0.00004375821,0.00002792867,0.00004325574,0.00001005656,0.0000417299,0.0003658003,0.9770407,0.006459885,0.01513159,0.0003951097],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9287252,0.00002784051,0.00559739,0.0003498294,0.0005860075,0.00009042706,0.00001435361,0.0002716636,0.06433725],"genre_scores_gemma":[0.9591273,0.00001368038,0.01480061,0.000171489,0.0005992602,0.00003821115,0.00006539542,0.00006302221,0.02512101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03921625,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01646898384151855,"score_gpt":0.2565271058600012,"score_spread":0.2400581220184827,"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."}}