{"id":"W4402501810","doi":"10.11159/icepr24.160","title":"Post-Consumer Textile Recycling: Challenges and Opportunities, Northern Periphery and Arctic Communities’ Perspective","year":2024,"lang":"en","type":"article","venue":"Proceedings of the World Congress on New Technologies","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Interreg","keywords":"Perspective (graphical); Arctic; Textile; The arctic; Business; Geography; Computer science; Oceanography; Geology; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001890821,0.0002952184,0.0003364919,0.0003941561,0.0003683304,0.0004323589,0.0004837174,0.00009428415,0.00007954649],"category_scores_gemma":[0.000129588,0.0002056517,0.00008837555,0.0000720595,0.001743297,0.0003554745,0.0003452955,0.0004951892,0.000004540791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006484084,"about_ca_system_score_gemma":0.00005857448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004721102,"about_ca_topic_score_gemma":0.004281244,"domain_scores_codex":[0.9989324,0.00001200379,0.0002581544,0.0003136688,0.0002092234,0.0002745464],"domain_scores_gemma":[0.9990246,0.0002841393,0.0001392298,0.0002351353,0.0002704413,0.00004646511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006849679,0.00004649661,0.0002286889,0.0003420415,0.0001556766,0.000004004487,0.03625774,1.368571e-7,0.000144609,0.7810061,0.003079733,0.1786663],"study_design_scores_gemma":[0.0003295369,0.000295716,0.0002067889,0.001544455,0.0001321173,0.0000341392,0.6389862,0.00007623165,0.001183292,0.08256568,0.2741949,0.0004509815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6299,0.1124803,3.134975e-7,0.0541956,0.001335426,0.0008708088,0.00007331381,0.002256963,0.1988872],"genre_scores_gemma":[0.9630015,0.01051004,0.00003562822,0.0001590312,0.00008103496,0.00004311907,9.644541e-7,0.00004155768,0.02612715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6984404,"threshold_uncertainty_score":0.8386235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06778936387487391,"score_gpt":0.2563190975439937,"score_spread":0.1885297336691198,"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."}}