{"id":"W1973759343","doi":"10.1021/la803041v","title":"Potassium Ion Mediated Collagen Microfibril Assembly on Mica","year":2008,"lang":"en","type":"article","venue":"Langmuir","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mica; Microfibril; Potassium; Nanometre; Ion; Materials science; Chemical engineering; Chemistry; Morphology (biology); Crystallography; Nanotechnology; Composite material; Cellulose; Biochemistry; Organic chemistry; Metallurgy","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008666464,0.0001251349,0.0001471575,0.00007660536,0.0002257756,0.00004700108,0.000130979,0.0000983403,0.001204435],"category_scores_gemma":[0.00004016237,0.000113886,0.00004485013,0.0002176962,0.00003122435,0.0001347136,0.00002838923,0.00004250048,0.002979583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005944369,"about_ca_system_score_gemma":0.00004616162,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002836584,"about_ca_topic_score_gemma":0.00001007836,"domain_scores_codex":[0.9990226,0.00007514991,0.0001918496,0.0002493043,0.0002420746,0.0002190279],"domain_scores_gemma":[0.9995214,0.0000479313,0.0001065517,0.0001858807,0.00006114286,0.00007707319],"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":[0.00005442631,0.00005351064,0.0002491551,0.00000725026,0.000002963559,0.00003152999,0.00025064,0.000002160302,0.9787813,0.00008009395,0.02038515,0.0001018429],"study_design_scores_gemma":[0.0004076193,0.0000731475,0.09460616,0.00001218753,0.000007296011,0.00006482785,0.00005488696,0.00006304286,0.7609627,0.000007931083,0.1435449,0.0001953414],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895005,0.00002658174,0.00007577353,0.0009760311,0.0007181063,0.0001397478,0.00005558595,0.0002128358,0.008294877],"genre_scores_gemma":[0.9946709,0.00002690779,0.0001148961,0.0008285416,0.0003103678,0.00001342244,0.0001324562,0.00002013074,0.003882397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2178186,"threshold_uncertainty_score":0.9997086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042149848856112,"score_gpt":0.2349026541874039,"score_spread":0.2144811556988428,"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."}}