{"id":"W2902377450","doi":"10.12968/prps.2018.sup215.11","title":"Catch a number","year":2018,"lang":"en","type":"article","venue":"Practical Pre-School","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Olds College","funders":"","keywords":"Sorting; Arithmetic; Computer science; Mathematics; Combinatorics; Algorithm","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":[0.0007260169,0.001720928,0.0004547993,0.001354074,0.002356037,0.00352993,0.001518763,0.001885836,0.1630448],"category_scores_gemma":[0.004874989,0.0005412174,0.0009132434,0.0004814342,0.002590998,0.008196468,0.004396751,0.004184669,0.1103199],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001108586,"about_ca_system_score_gemma":0.000889098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002747413,"about_ca_topic_score_gemma":0.003786207,"domain_scores_codex":[0.9991924,0.0001386697,0.00003907978,0.0002144417,0.0003028522,0.0001125208],"domain_scores_gemma":[0.9988262,0.0001709192,0.00006322882,0.0001919674,0.0004834286,0.0002642216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001795257,0.0001176125,0.001596548,0.0002050976,0.00002667804,0.0003549877,0.003496113,0.0004079046,0.005079844,0.4452593,0.383631,0.1596455],"study_design_scores_gemma":[0.00002255335,0.00007272026,0.0005087277,0.00009288122,0.0000132115,0.0004090919,0.001035137,0.0008151443,0.001713903,0.04570628,0.9495698,0.00004048449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006094836,0.0005430636,0.1219777,0.01096695,0.004380782,0.0002633231,0.0005312316,0.006103049,0.849139],"genre_scores_gemma":[0.05687631,0.000719238,0.07774926,0.005292016,0.0004701185,0.000307106,0.0005799687,0.001907912,0.8560981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1630448,"threshold_uncertainty_score":0.5454391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0271371424618537,"score_gpt":0.3493801992073546,"score_spread":0.3222430567455009,"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."}}