{"id":"W4390708345","doi":"10.1007/978-3-031-23161-2_197","title":"Toy Computing","year":2024,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Computer Graphics and Games","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001370995,0.0008274399,0.0003563693,0.000797107,0.001170528,0.003502363,0.0007955771,0.0007630909,0.3303577],"category_scores_gemma":[0.0006665669,0.0003283644,0.0002898197,0.0008785973,0.0006355213,0.002789184,0.001721004,0.001101685,0.09795833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009192979,"about_ca_system_score_gemma":0.0005922511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610221,"about_ca_topic_score_gemma":0.006589188,"domain_scores_codex":[0.999858,0.00002519607,0.000005091822,0.00002983497,0.00005680065,0.00002494774],"domain_scores_gemma":[0.9998695,0.0000250887,0.00000435758,0.00003031411,0.00003129384,0.00003932099],"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":[0.00004839086,0.00004194367,0.000145977,0.0001927325,0.000005156732,0.00008733404,0.0005093029,0.0005366619,0.001083946,0.3237695,0.4438234,0.2297556],"study_design_scores_gemma":[0.000002561783,0.000005884843,0.00008537719,0.0000432031,0.000001300958,0.00006679797,0.0001157987,0.0003292031,0.0002013743,0.01753387,0.9816112,0.000003303327],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006305515,0.001168175,0.007970017,0.0004973219,0.0003038057,0.0000278055,0.0001989947,0.0007106271,0.9884928],"genre_scores_gemma":[0.01472807,0.001489271,0.005733517,0.0002661616,0.00007755716,0.0000528679,0.0005277046,0.0003751866,0.9767497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3303577,"threshold_uncertainty_score":0.9551634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241536174395265,"score_gpt":0.2537748484766513,"score_spread":0.2413594867326986,"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."}}