{"id":"W7127306793","doi":"10.7202/1123034ar","title":"The Cybiko Computer","year":2025,"lang":"en","type":"article","venue":"Loading","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mirroring; Monochrome; Mobile device; Variety (cybernetics); Software; Mobile computing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001747227,0.00001988938,0.00002710189,0.000009884773,0.000175396,0.0001355475,0.0001117379,0.00001505528,0.00001060771],"category_scores_gemma":[0.00005369369,0.00001351101,0.00002054444,0.000101149,0.00007488992,0.00004870593,0.00002516838,0.00002993793,0.00004088814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002057402,"about_ca_system_score_gemma":0.00003512266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004519599,"about_ca_topic_score_gemma":0.0002124123,"domain_scores_codex":[0.9997101,0.00001483088,0.00003921198,0.00004648779,0.0000676404,0.0001217704],"domain_scores_gemma":[0.999779,0.0001255605,0.000008804906,0.00004911134,0.00001257208,0.00002493334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[6.339126e-7,0.000002955059,0.0005062368,9.033508e-7,0.000003599886,5.973208e-7,0.0014842,8.480725e-7,0.000007407565,0.3395519,0.01141305,0.6470277],"study_design_scores_gemma":[0.00002496315,0.000002430608,0.0005734843,0.00001111764,0.000001278465,3.059505e-8,0.00060309,0.00003582519,0.00002401261,0.001883874,0.9968222,0.00001770598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008858455,0.000147798,0.0005289313,0.003194827,0.001081438,0.00004367077,1.884958e-7,0.00003531701,0.9861094],"genre_scores_gemma":[0.7912099,0.00006559757,0.0001532195,0.0008487375,0.0002966603,0.000002903982,2.311329e-7,0.000001754935,0.207421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9854091,"threshold_uncertainty_score":0.1349022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241512721435559,"score_gpt":0.2968639429136964,"score_spread":0.2844488156993409,"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."}}