{"id":"W2187868969","doi":"10.1021/acs.biomac.5b01316","title":"Additive Manufacturing of a Photo-Cross-Linkable Polymer via Direct Melt Electrospinning Writing for Producing High Strength Structures","year":2015,"lang":"en","type":"article","venue":"Biomacromolecules","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Electrospinning; Polymer; Microfiber; Tissue engineering; Polycaprolactone; Composite material; Biodegradable polymer; Caprolactone; Copolymer; Biomedical engineering","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.0005800503,0.0003115605,0.0004344115,0.0001497498,0.0002779241,0.0001309243,0.0005100138,0.000159015,0.00009598142],"category_scores_gemma":[0.0001485038,0.0002831592,0.0001174392,0.0003257682,0.0003652596,0.0001856902,0.0001542488,0.0001137677,0.00001402393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001471175,"about_ca_system_score_gemma":0.0001695481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004160175,"about_ca_topic_score_gemma":0.00001597129,"domain_scores_codex":[0.997305,0.00007184935,0.000608892,0.0007611363,0.0004935894,0.0007594818],"domain_scores_gemma":[0.9984375,0.0002102396,0.0004071513,0.0004717691,0.000260843,0.0002124671],"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":[0.00007747029,0.00006836845,0.00007509013,0.00005766341,0.00003719247,0.000003981213,0.0002127028,0.000003885459,0.993718,0.00079886,0.0004238871,0.004522888],"study_design_scores_gemma":[0.0007010694,0.0002433691,0.000617533,0.00006614877,0.00004079123,0.00002176383,0.00004631896,0.00005613322,0.9940133,0.003493597,0.0003767908,0.0003231919],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807254,0.0007774176,0.01644897,0.00009143096,0.0002526345,0.0006962114,0.0003754511,0.0002143854,0.0004181185],"genre_scores_gemma":[0.9475155,0.000008619754,0.05158245,0.00008360216,0.0002680883,0.0002337216,0.0001449695,0.00005647276,0.000106533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03513349,"threshold_uncertainty_score":0.999962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121763805731777,"score_gpt":0.2779176005962435,"score_spread":0.2657412200230658,"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."}}