{"id":"W2002585855","doi":"10.1021/ma0714159","title":"Aggregation and Adsorption of Type I Collagen near an Electrified Interface","year":2007,"lang":"en","type":"article","venue":"Macromolecules","topic":"Collagen: Extraction and Characterization","field":"Materials Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Chemistry; Electrolyte; Monomer; Adsorption; Electrode; Aqueous solution; Cyclic voltammetry; Electrochemistry; Chemical engineering; Analytical Chemistry (journal); Polymer; Organic chemistry; Physical chemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.0003105077,0.00007579441,0.00009400894,0.00005513439,0.00006409673,0.00007139746,0.00006651715,0.00006022956,0.0001924942],"category_scores_gemma":[0.00004744744,0.00007704763,0.00001347866,0.0001913226,0.00005028599,0.0001776667,0.00001756087,0.00002579233,0.00003402644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002367816,"about_ca_system_score_gemma":0.00002742684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003287198,"about_ca_topic_score_gemma":0.00006145287,"domain_scores_codex":[0.9993294,0.00004832776,0.0001979404,0.0001672503,0.0001294652,0.0001276288],"domain_scores_gemma":[0.9995688,0.00002168045,0.0001231222,0.0001217942,0.0001108801,0.00005368358],"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":[0.0001387198,0.00003564374,0.0002219851,0.00001237214,0.000002218968,0.000001817015,0.0003762818,0.0000121464,0.9926443,0.0002261844,0.00002590409,0.006302408],"study_design_scores_gemma":[0.0001878975,0.0001567601,0.008655835,0.00001278564,0.000008561568,0.00001547636,0.0001344507,0.0006030924,0.9892821,0.0001195928,0.0007369108,0.00008652361],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912893,0.00007873009,0.007697496,0.00003444613,0.0001826752,0.0001261377,0.000005655382,0.00005066845,0.000534923],"genre_scores_gemma":[0.9986718,0.00002246516,0.001031606,0.00004501109,0.00003190607,0.000001609781,0.00002147742,0.00001018907,0.0001639756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00843385,"threshold_uncertainty_score":0.3141911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01311163135739197,"score_gpt":0.2690968958845985,"score_spread":0.2559852645272065,"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."}}