{"id":"W7139912915","doi":"10.63744/dr2uaqdau4tz","title":"From Tamagotchis to Pet Rocks: On Learning to Love Simplicity through the Endings Principles","year":2023,"lang":"en","type":"article","venue":"Digital humanities quarterly","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Obsolescence; Context (archaeology); Simplicity; Set (abstract data type); Dozen; Software","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":[0.008576285,0.0004234805,0.0003668338,0.001003766,0.006306485,0.01034022,0.001581828,0.002019486,0.009854252],"category_scores_gemma":[0.0261091,0.0003991749,0.0003870274,0.0009935705,0.02102307,0.02078085,0.01237958,0.004992002,0.003148178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808055,"about_ca_system_score_gemma":0.002352303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008590888,"about_ca_topic_score_gemma":0.001908062,"domain_scores_codex":[0.9917833,0.005592555,0.0002439066,0.0005893648,0.001399771,0.0003911357],"domain_scores_gemma":[0.9842998,0.007560632,0.0007874765,0.003814361,0.00164449,0.001893211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004203681,0.00004172336,0.0007617464,0.0001027844,0.00000583643,0.0002284969,0.04613246,0.0004319377,0.0005260156,0.8796589,0.01479164,0.05727638],"study_design_scores_gemma":[0.00001634815,0.00007263504,0.0003709758,0.0002762097,0.00000936989,0.0003798621,0.0144893,0.00114255,0.001148481,0.6063378,0.3757256,0.00003068711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1069744,0.002214156,0.3255174,0.04889758,0.001354666,0.0002341112,0.0001412218,0.001519224,0.5131473],"genre_scores_gemma":[0.7376087,0.001402892,0.1765028,0.003853084,0.0002667611,0.000375328,0.0001711589,0.00187794,0.07794129],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01034022,"threshold_uncertainty_score":0.04535627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06214088143374791,"score_gpt":0.252711722345255,"score_spread":0.1905708409115071,"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."}}