{"id":"W4238557543","doi":"10.5040/9781474260428-fpa234","title":"Dsquared2","year":2015,"lang":"en","type":"book-chapter","venue":"Bloomsbury eBooks","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.0002781877,0.0005862919,0.0003234781,0.001356582,0.00182241,0.003688165,0.0006564554,0.001005487,0.8024966],"category_scores_gemma":[0.001003187,0.0003461787,0.0003519132,0.00121479,0.0004509419,0.002239441,0.001835048,0.001569913,0.5457328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434557,"about_ca_system_score_gemma":0.001155048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007239851,"about_ca_topic_score_gemma":0.02751216,"domain_scores_codex":[0.9997259,0.00002045208,0.00001097925,0.00007379238,0.0001284158,0.00004042409],"domain_scores_gemma":[0.9996076,0.00004187823,0.00001433469,0.00004292195,0.0001787177,0.0001145616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002966949,0.00001436464,0.0001751221,0.0001130521,0.000002189171,0.00008131173,0.0001429805,0.00002845455,0.0002606473,0.01578769,0.8918178,0.0915468],"study_design_scores_gemma":[9.4364e-7,0.000001886694,0.00008585706,0.00001693687,3.430435e-7,0.00002177124,0.00002414899,0.00000418702,0.0000400321,0.0002377044,0.9995651,9.441774e-7],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002738598,0.000879621,0.0002886861,0.0007040767,0.001888877,0.00002989979,0.001667503,0.0003715099,0.9938961],"genre_scores_gemma":[0.0007900582,0.0002950228,0.0001078946,0.0001307151,0.00007872794,0.000007953538,0.0004977218,0.0001714276,0.9979205],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8024966,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1033917465022985,"score_gpt":0.2359011996258562,"score_spread":0.1325094531235577,"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."}}