{"id":"W7025293786","doi":"","title":"Warp & weft: the future of the publication program at the Crafts Association of British Columbia","year":2009,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Variety (cybernetics); Function (biology); Association (psychology); Production (economics); Bridge (graph theory)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000297357,0.0001819693,0.0002975169,0.00009337862,0.0008549942,0.0003487051,0.0007973522,0.0002928207,0.001454332],"category_scores_gemma":[0.00005570695,0.0001614288,0.0003612834,0.000329078,0.0002002439,0.0002488829,0.00005755333,0.0003945071,0.00002733125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002437772,"about_ca_system_score_gemma":0.0001556597,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009271916,"about_ca_topic_score_gemma":0.9807648,"domain_scores_codex":[0.9983387,0.0002316057,0.0003227199,0.0002959337,0.0005640475,0.0002469954],"domain_scores_gemma":[0.9974953,0.0001444503,0.0009087235,0.0005696548,0.0008399759,0.00004192066],"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":[0.00005999781,0.0002261649,0.01780413,0.00009113838,0.0001623193,0.000001843531,0.0017145,0.000003605862,0.000002725824,0.002362587,0.9494115,0.02815956],"study_design_scores_gemma":[0.0003147749,0.00005175484,0.01727773,0.00008540253,0.0002709981,8.771448e-9,0.03503621,0.000005154282,0.00002420266,0.000371421,0.9463844,0.0001779041],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8151926,0.001068673,0.000002531041,0.00217257,0.002207652,0.002261285,0.001034956,0.0001681709,0.1758916],"genre_scores_gemma":[0.2701891,0.0003340423,0.000007302992,0.000157954,0.0004779345,0.000008561968,0.001239351,0.0000284687,0.7275572],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9714929,"threshold_uncertainty_score":0.9994585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01031101816342099,"score_gpt":0.1991358004714019,"score_spread":0.1888247823079809,"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."}}