{"id":"W7042109405","doi":"","title":"Consider The Kayak","year":2018,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethos; Limiting; Beauty; Process (computing); Quality (philosophy); Frame (networking); Key (lock); Point (geometry)","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":[0.001110171,0.0008921203,0.0003896243,0.000696588,0.02650026,0.01049714,0.001135297,0.008025463,0.07068595],"category_scores_gemma":[0.002980951,0.0003826846,0.0005334795,0.0004525479,0.00911244,0.007920934,0.006972447,0.01338,0.02153208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004583309,"about_ca_system_score_gemma":0.004647862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02828827,"about_ca_topic_score_gemma":0.06845318,"domain_scores_codex":[0.9985456,0.0003859131,0.00003929605,0.000280544,0.0002114499,0.0005372468],"domain_scores_gemma":[0.9994585,0.00008343176,0.00002453348,0.00004859223,0.0001488811,0.0002360571],"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":[0.00005019971,0.00004610302,0.0007032309,0.00006699396,0.000006828368,0.001870412,0.02021613,0.0001134198,0.0001443692,0.3754137,0.5735875,0.02778113],"study_design_scores_gemma":[0.000004131018,0.00001374223,0.0001318461,0.00006921852,0.000002291067,0.000350811,0.009484059,0.00003025661,0.00003490614,0.008461063,0.9814079,0.000009774505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01031671,0.007312342,0.002017686,0.1865852,0.0213382,0.00006848123,0.0001760762,0.0002382619,0.771947],"genre_scores_gemma":[0.1107602,0.002374935,0.001483588,0.06508642,0.001637676,0.00007822512,0.000106599,0.0002420561,0.8182302],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07068595,"threshold_uncertainty_score":0.2364681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02484688067484278,"score_gpt":0.2042350356910323,"score_spread":0.1793881550161895,"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."}}