{"id":"W2006692006","doi":"10.1179/174329409x446287","title":"Electrochemical deposition of composite biopolymer films","year":2009,"lang":"en","type":"article","venue":"Surface Engineering","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Alginic acid; Materials science; Thermogravimetric analysis; Fourier transform infrared spectroscopy; Chemical engineering; Deposition (geology); Biopolymer; Composite number; Differential thermal analysis; Biocompatibility; Adsorption; Nuclear chemistry; Polymer; Composite material; Chemistry; Organic chemistry; Metallurgy; Diffraction","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":[0.0002904249,0.0004764389,0.0005206562,0.0003742469,0.0001877179,0.0003366858,0.0004635067,0.0004745579,0.001163895],"category_scores_gemma":[0.0003953277,0.000308556,0.00027454,0.0003700952,0.0001533064,0.0003096484,0.0002814705,0.0009458163,0.0004318078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002512718,"about_ca_system_score_gemma":0.0001519653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193089,"about_ca_topic_score_gemma":0.0006272162,"domain_scores_codex":[0.9997671,0.00001507397,0.00002158814,0.00006605371,0.0000949179,0.00003532907],"domain_scores_gemma":[0.9997701,0.0000617383,0.0000330127,0.00002450894,0.00008590023,0.00002471206],"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":[0.00000817397,0.000005029233,0.00001464613,0.00003951176,0.000003090411,0.0000238639,0.000009613112,0.00001936284,0.9987,0.0000287816,0.00001768801,0.00113024],"study_design_scores_gemma":[0.000003926808,0.00003207241,0.0002397452,0.000004067622,0.000007809942,0.00005855156,0.000007453109,0.0003976116,0.9984571,0.00001387078,0.0007755164,0.000002308839],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261081,0.008832889,0.05697566,0.0003121406,0.0004086489,0.0002285636,0.0004755461,0.0004953967,0.006163082],"genre_scores_gemma":[0.9150898,0.005660301,0.06968151,0.0001791136,0.00007695868,0.0001862431,0.0003755701,0.00008525848,0.008665263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001163895,"threshold_uncertainty_score":0.003893614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006208068697909259,"score_gpt":0.2286697256064069,"score_spread":0.2224616569084976,"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."}}