{"id":"W4240261728","doi":"10.4018/978-1-60960-206-2.ch007","title":"Emergent/See","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Ethnography; Class (philosophy); Pedagogy; Literacy; Informal learning; Formal learning; Psychology; Mathematics education; Sociology; Epistemology","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":[0.001130672,0.0003640637,0.0003469381,0.0005812024,0.002259495,0.005143736,0.0006015099,0.0007803987,0.02045398],"category_scores_gemma":[0.002439032,0.0002550135,0.0005210799,0.0005003437,0.00500506,0.006287173,0.004807909,0.002177702,0.004282464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0016587,"about_ca_system_score_gemma":0.001254908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009688986,"about_ca_topic_score_gemma":0.002182278,"domain_scores_codex":[0.9989359,0.0002715974,0.00004105696,0.0001882553,0.0003695937,0.0001935106],"domain_scores_gemma":[0.9990326,0.0003132159,0.00009055595,0.000222126,0.0001659563,0.0001756041],"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":[0.00004751277,0.00005955767,0.001468388,0.0002445679,0.000006626328,0.0007647951,0.04029075,0.0001995753,0.002059813,0.8478281,0.01535903,0.09167132],"study_design_scores_gemma":[0.00001168437,0.00006877403,0.001106969,0.0002505099,0.000007607064,0.001605681,0.01763447,0.0004644388,0.002014518,0.1590979,0.8177212,0.00001630281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05151086,0.001336052,0.04927562,0.003640651,0.0006568782,0.0001894594,0.0001873992,0.0004611015,0.8927421],"genre_scores_gemma":[0.5226337,0.002491355,0.02172211,0.002891382,0.0002366127,0.0002674182,0.0004132585,0.000524728,0.4488194],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.979546,"threshold_uncertainty_score":0.06842542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03142367335650768,"score_gpt":0.2509515482136681,"score_spread":0.2195278748571604,"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."}}