{"id":"W1988169344","doi":"10.1021/la703743m","title":"Electrochemically Controlled Growth and Positioning of Suspended Collagen Membranes","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":"Memorial University of Newfoundland","funders":"","keywords":"Membrane; Electrolyte; Substrate (aquarium); Electrolysis; Microfluidics; Chemical engineering; Electrode; Materials science; Polymer; Monomer; Chemistry; Nanotechnology; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002411119,0.0003023847,0.0001870898,0.0001090865,0.0001259321,0.0003827191,0.0003919876,0.0003853249,0.0005793607],"category_scores_gemma":[0.0004960026,0.0002063865,0.0001305641,0.0001316499,0.0001894761,0.0002601249,0.0002583193,0.0005004816,0.0003659424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000318793,"about_ca_system_score_gemma":0.0002128938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003376735,"about_ca_topic_score_gemma":0.0008876421,"domain_scores_codex":[0.9997811,0.0000233587,0.00002031159,0.00006704508,0.00007667347,0.0000316454],"domain_scores_gemma":[0.9996829,0.0001256557,0.00007004247,0.00003544276,0.00004773176,0.00003820256],"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":[0.000008481608,0.000002698241,0.00001689693,0.000009237189,7.505504e-7,0.00001003894,0.000005708811,0.00001858496,0.9993727,0.00003279099,0.00001168665,0.0005104739],"study_design_scores_gemma":[0.000004340072,0.00001280059,0.0001823737,0.000001114307,0.000001445045,0.00002222586,0.000005202506,0.0003940178,0.9988224,0.00001328594,0.0005391393,0.000001733998],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9624341,0.001360067,0.03235754,0.000225349,0.0001903292,0.00006991173,0.0004359947,0.0001606343,0.002765999],"genre_scores_gemma":[0.9594779,0.001268529,0.03441287,0.00008386114,0.00004048042,0.00008228344,0.0004490423,0.00006484552,0.004120174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005793607,"threshold_uncertainty_score":0.002313018,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008018128562624361,"score_gpt":0.2092509490077015,"score_spread":0.2012328204450772,"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."}}