{"id":"W3162610055","doi":"10.7577/formakademisk.4183","title":"Fish skin, a sustainable material used from ancient times to today's fashion","year":2021,"lang":"en","type":"article","venue":"FormAkademisk - forskningstidsskrift for design og designdidaktikk","topic":"Microplastics and Plastic Pollution","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fish <Actinopterygii>; Clothing; Globe; Creatures; Narrative; Product (mathematics); The arctic; Fishery; Geography; Art; Archaeology; Natural (archaeology); Psychology; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006281526,0.0003350862,0.0001901212,0.0009420454,0.001876029,0.002583421,0.0004152788,0.0008477794,0.007181284],"category_scores_gemma":[0.001004538,0.0001328168,0.0001788937,0.001006473,0.003614287,0.00234814,0.001920752,0.001045869,0.001292428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001348021,"about_ca_system_score_gemma":0.001466096,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002891521,"about_ca_topic_score_gemma":0.008090384,"domain_scores_codex":[0.9993427,0.0001295173,0.00003844829,0.0001037177,0.0003316181,0.00005392709],"domain_scores_gemma":[0.9997221,0.0001143427,0.0000386192,0.00002362377,0.0000742038,0.00002713407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002110826,0.00009082482,0.004755645,0.007802858,0.00004852863,0.00202612,0.0417443,0.0003468657,0.01659895,0.1762394,0.079049,0.6710864],"study_design_scores_gemma":[0.000001653084,0.00004953373,0.001805423,0.001458094,0.00001051066,0.0009563858,0.007203227,0.00001727931,0.002396972,0.002526613,0.9835623,0.000011974],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1030986,0.3939368,0.009307813,0.02692325,0.005498784,0.0001395053,0.0005191095,0.0002043633,0.4603718],"genre_scores_gemma":[0.3642599,0.3365543,0.007320819,0.008037998,0.0008644507,0.0001036047,0.0002830817,0.0001947608,0.2823812],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007181284,"threshold_uncertainty_score":0.02402377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01132571229603735,"score_gpt":0.214325245924398,"score_spread":0.2029995336283607,"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."}}