{"id":"W2554351718","doi":"10.1007/s10853-016-0551-y","title":"Cytotoxicity studies of membranes made with cellulose nanofibers from fique macrofibers","year":2016,"lang":"en","type":"article","venue":"Journal of Materials Science","topic":"Advanced Cellulose Research Studies","field":"Materials Science","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Nanofiber; Materials science; Cellulose; Scanning electron microscope; Membrane; Thermogravimetric analysis; Transmission electron microscopy; Ultimate tensile strength; Nanometre; Nuclear chemistry; Fourier transform infrared spectroscopy; Chemical engineering; Composite material; Nanotechnology; Chemistry; Biochemistry","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00309325,0.0002647143,0.00082662,0.0002689051,0.0002298641,0.0000909792,0.001071908,0.00005330781,0.0003843475],"category_scores_gemma":[0.0008669792,0.0001330545,0.00007890974,0.000425444,0.003552359,0.001328192,0.0003778603,0.000079033,0.00003822059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002553826,"about_ca_system_score_gemma":0.0004547289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005267861,"about_ca_topic_score_gemma":0.000008947834,"domain_scores_codex":[0.996235,0.0002357896,0.0009325547,0.0004118123,0.001555353,0.00062947],"domain_scores_gemma":[0.9963404,0.0006923919,0.001225226,0.0003941866,0.001122282,0.0002254921],"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":[0.0004436887,0.00005155519,0.0001743878,0.00009770696,0.00004260431,0.00007165223,0.0007135361,0.00002733224,0.9979693,0.0001233789,0.00009568754,0.0001891368],"study_design_scores_gemma":[0.0007566726,0.000415705,0.0007720138,0.0005952403,0.00003133697,0.00005629082,0.0006790459,7.040528e-7,0.9948007,0.001601798,0.00009693221,0.0001935435],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961572,0.0009610301,0.001180176,0.000542279,0.0007619133,0.0001889019,0.00008445694,0.00002138423,0.000102689],"genre_scores_gemma":[0.9818243,0.001104594,0.01661302,0.00003742567,0.0001745742,0.000007159772,2.137436e-7,0.00001864596,0.000220045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01543284,"threshold_uncertainty_score":0.9991594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03078427648225282,"score_gpt":0.3072109087152027,"score_spread":0.2764266322329499,"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."}}