{"id":"W2889255638","doi":"10.20361/dr29371","title":"STEM Buddies EN by Z. Soufan","year":2018,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Storytelling; Animation; Repetition (rhetorical device); Identification (biology); Entertainment; World Wide Web; Visual arts; Computer graphics (images)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001472698,0.0001479753,0.0002762028,0.00008297457,0.0001443968,0.000153587,0.002754053,0.0000820089,0.00003806287],"category_scores_gemma":[0.0001069584,0.00008042953,0.0001154062,0.001151433,0.0003104146,0.000222965,0.0005153328,0.0002899244,0.00009318032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001057783,"about_ca_system_score_gemma":0.00003674787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004808281,"about_ca_topic_score_gemma":9.318086e-7,"domain_scores_codex":[0.9982936,0.0003238223,0.0002884705,0.0003603869,0.0004226677,0.0003110675],"domain_scores_gemma":[0.9980581,0.0001195108,0.0001451978,0.001383001,0.0002332587,0.0000609469],"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":[0.000007511891,0.00007663803,0.0006269596,0.0008331269,0.0001103435,0.000005451581,0.0009112501,3.479467e-8,0.0007687056,0.1868306,0.5634906,0.2463388],"study_design_scores_gemma":[0.0004184985,0.0003817422,0.004092533,0.00902596,0.00003119462,0.0003392321,0.00001038171,0.0001429521,0.02231531,0.01084326,0.9519297,0.0004691954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08048319,0.823652,0.03093406,0.04900184,0.001442575,0.002800494,0.0002476395,0.0006946154,0.0107436],"genre_scores_gemma":[0.9355275,0.04292576,0.01032781,0.007244685,0.0006207561,0.00009472328,0.00008137837,0.00003555904,0.003141818],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8550443,"threshold_uncertainty_score":0.5117762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006583600356324094,"score_gpt":0.2659722269822188,"score_spread":0.2593886266258947,"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."}}