{"id":"W2746739047","doi":"10.31274/itaa_proceedings-180814-1578","title":"Further Steps Towards Outdoor Clothing for People with Disabilities to Enjoy Sports","year":2016,"lang":"en","type":"report","venue":"","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Clothing; Process (computing); Product (mathematics); Work (physics); Psychology; Marketing; Advertising; Applied psychology; Business; Computer science; Engineering; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006861587,0.0006131762,0.001020731,0.000210506,0.0003342062,0.0005395022,0.0003196494,0.0002062538,0.02021386],"category_scores_gemma":[0.0001918878,0.000358022,0.0003629179,0.00003252404,0.0002177149,0.0002861088,0.00008708661,0.0001827969,0.0001594468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002415108,"about_ca_system_score_gemma":0.0008863597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371339,"about_ca_topic_score_gemma":0.02052435,"domain_scores_codex":[0.9968858,0.00002759492,0.0006505816,0.0007563955,0.001030514,0.0006491151],"domain_scores_gemma":[0.9977075,0.0003074431,0.0002495313,0.0007240288,0.0007979737,0.0002134624],"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":[0.0003520398,0.0002058694,0.0009533314,0.001451512,0.0003508194,0.00001744055,0.16082,0.000002491059,0.000004133401,0.0471699,0.737632,0.05104046],"study_design_scores_gemma":[0.0003360937,0.0003262656,0.0001870756,0.0004223389,0.0001455048,0.0000148192,0.02745589,0.000001865367,0.00001764424,0.001349577,0.968985,0.0007579477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005273953,0.0004095472,0.002642354,0.001355693,0.003596602,0.002212418,0.0008415472,0.0005048318,0.9831631],"genre_scores_gemma":[0.1629685,0.0001206921,0.0004735594,0.0004597683,0.005917562,0.0005891013,0.00009969704,0.0002238238,0.8291473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.231353,"threshold_uncertainty_score":0.9998872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06944585121761387,"score_gpt":0.2855629354702575,"score_spread":0.2161170842526436,"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."}}