{"id":"W2583783090","doi":"10.31274/itaa_proceedings-180814-189","title":"For the Love of Sewing","year":2015,"lang":"en","type":"report","venue":"","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sanitary sewer; Psychology; Engineering; Waste management","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007442002,0.0002597319,0.0002221519,0.000565329,0.008987442,0.002787671,0.0003119385,0.001292218,0.03659322],"category_scores_gemma":[0.003271276,0.0002074293,0.0001736218,0.0005113805,0.002703939,0.002323949,0.003259319,0.002284176,0.006066946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006592058,"about_ca_system_score_gemma":0.001293845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006356796,"about_ca_topic_score_gemma":0.02149828,"domain_scores_codex":[0.9989997,0.000232547,0.00002802697,0.00008482911,0.0003810005,0.0002740083],"domain_scores_gemma":[0.9983484,0.0003312619,0.0002304521,0.000125003,0.0004105675,0.0005543939],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007030797,0.0002646539,0.04883036,0.0003160447,0.00001890737,0.002923422,0.5075098,0.00004413368,0.00554143,0.03111628,0.2305284,0.1728362],"study_design_scores_gemma":[0.00000364532,0.00009585552,0.03121859,0.000236025,0.000006380956,0.003347863,0.4230006,0.00003961986,0.000503697,0.001739862,0.5397899,0.0000178814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4972718,0.003113913,0.001398287,0.03407056,0.0008758178,0.00008176792,0.0001990116,0.0001645839,0.4628242],"genre_scores_gemma":[0.6824229,0.002134212,0.001133054,0.005034909,0.0001467934,0.00002898806,0.00009671565,0.00006419113,0.3089383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03659322,"threshold_uncertainty_score":0.1224166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2047365097429918,"score_gpt":0.3044202311612406,"score_spread":0.09968372141824874,"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."}}