{"id":"W2379436792","doi":"","title":"Development of Self-programming Smart Toys","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Executable; Software; Flexibility (engineering); Icon; Embedded system; Code (set theory); Software development; Software engineering; Human–computer interaction; Operating system; Programming language","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":[0.00006596871,0.00008370892,0.0001150292,0.00007714338,0.0001272561,0.000009568529,0.00008922784,0.00006340251,0.000007063791],"category_scores_gemma":[1.076502e-7,0.00008634957,0.00004152595,0.0002213606,0.00001044808,0.00003654746,0.00002237173,0.00007035541,0.00009221016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004405489,"about_ca_system_score_gemma":0.00002332579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004441926,"about_ca_topic_score_gemma":0.000002152089,"domain_scores_codex":[0.999405,0.00000582962,0.0002808629,0.0001111085,0.00007773421,0.0001194398],"domain_scores_gemma":[0.9997376,0.0000128753,0.00003359288,0.000133669,0.00004304762,0.00003916937],"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":[0.000002381641,0.000108377,0.0004148638,0.0001040753,0.00009568076,0.000001283784,0.002725392,0.0007883366,0.0737704,0.0002245408,0.003086371,0.9186783],"study_design_scores_gemma":[0.0001461689,0.000005845472,0.0007706554,0.000008820663,0.000003752687,0.00002350903,0.00001990648,0.0006370139,0.04972657,0.000004443088,0.9485533,0.00009997485],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2245591,0.00007260514,0.7733852,0.000003786193,0.0000503029,0.0004427431,0.000001873783,0.0004472689,0.001037135],"genre_scores_gemma":[0.5115393,0.000005410434,0.4879973,0.000008408705,0.0001414424,0.0002391289,0.000008264157,0.00001782366,0.00004291425],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.945467,"threshold_uncertainty_score":0.3521233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01778029984531625,"score_gpt":0.2143587953700556,"score_spread":0.1965784955247394,"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."}}