{"id":"W3126764419","doi":"10.5539/ass.v17n2p113","title":"On the Academic Value of "The Textile Weekly"","year":2021,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Textile; Witness; Context (archaeology); China; Textile industry; Industrialisation; Value (mathematics); Business; Political science; Geography; Law; Computer science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009559927,0.0001396801,0.0001736926,0.00005155231,0.002066603,0.0002569711,0.0007907971,0.00006719193,0.003060403],"category_scores_gemma":[0.0003391745,0.00008532718,0.0001169919,0.0003326163,0.002707771,0.0002151055,0.0001261361,0.0003730319,0.0004617854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007927917,"about_ca_system_score_gemma":0.0003180911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001627605,"about_ca_topic_score_gemma":0.0005085003,"domain_scores_codex":[0.9981753,0.0001375201,0.0002519418,0.00031406,0.0007095573,0.0004115772],"domain_scores_gemma":[0.9989721,0.0002979871,0.0001329519,0.0003496073,0.000176477,0.00007093966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005532033,0.00003412014,0.0000132614,0.00000460432,0.000006787696,9.263782e-7,0.0521954,5.936481e-7,0.0016899,0.8991985,0.03507686,0.01177356],"study_design_scores_gemma":[0.0001442752,0.00004501072,0.003046134,0.00003367969,0.00002581019,0.000003897451,0.03319591,0.00000942241,0.0006445823,0.07673621,0.8858916,0.0002234754],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07933998,0.0001425705,0.00009872744,0.01170026,0.0008352448,0.0002075724,0.00003545463,0.00005545619,0.9075847],"genre_scores_gemma":[0.9718363,0.00001654699,0.00002860818,0.001854666,0.0008937133,0.00001409771,0.000003016692,0.00001202716,0.02534098],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8924963,"threshold_uncertainty_score":0.9992326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0663455804768217,"score_gpt":0.2979131391517272,"score_spread":0.2315675586749055,"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."}}