{"id":"W4362576257","doi":"10.22215/etd/2023-15361","title":"Envisioning Post-Apocalyptic Futures: A Speculative Design Toolkit for Non-Designers","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"Environmental, Ecological, and Cultural Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Futures studies; Futures contract; Vision; Context (archaeology); Face (sociological concept); Computer science; Management science; Engineering ethics; Work (physics); Engineering; Sociology; Business; Artificial intelligence; History; Social science; Mechanical engineering","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":[0.08879247,0.001495583,0.0008226791,0.00351903,0.007354288,0.02110837,0.00414918,0.00435902,0.008153602],"category_scores_gemma":[0.07699223,0.001389097,0.001369625,0.002179648,0.04314606,0.03080099,0.0140837,0.008648265,0.002006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009625913,"about_ca_system_score_gemma":0.01741291,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002322137,"about_ca_topic_score_gemma":0.004654268,"domain_scores_codex":[0.9262327,0.06342413,0.001851082,0.002326274,0.005075202,0.001090512],"domain_scores_gemma":[0.8798546,0.0934969,0.003583181,0.01472208,0.006310661,0.002032634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004753048,0.00006569774,0.000842849,0.0006497133,0.00001907162,0.0001743991,0.1410023,0.001180807,0.000757999,0.8054179,0.003292965,0.04654874],"study_design_scores_gemma":[0.00005958882,0.0001167701,0.0003264035,0.001946099,0.0000377309,0.0003161862,0.08383803,0.003129397,0.001687257,0.5588043,0.3496614,0.00007688624],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02947189,0.003324588,0.7934766,0.0399233,0.0005839315,0.001018234,0.0001015334,0.0006230602,0.131477],"genre_scores_gemma":[0.4065436,0.003888206,0.5620931,0.00280864,0.0001127894,0.002305183,0.0001600631,0.0005645925,0.0215238],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08879247,"threshold_uncertainty_score":0.4695851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04559256261700105,"score_gpt":0.327261743025218,"score_spread":0.281669180408217,"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."}}