{"id":"W4231404186","doi":"10.5951/tcm.17.1.0012","title":"Problem Solvers: Solutions: Waste in our world","year":2010,"lang":"en","type":"article","venue":"Teaching Children Mathematics","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Series (stratigraphy); Computer science; Pedagogy; Psychology; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009842939,0.001249524,0.001012989,0.002310716,0.006241809,0.0180111,0.003608573,0.005634813,0.01996899],"category_scores_gemma":[0.03301375,0.0007646285,0.001045452,0.003471439,0.01268506,0.02831924,0.01171008,0.008555899,0.005329207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002921577,"about_ca_system_score_gemma":0.006379867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002758651,"about_ca_topic_score_gemma":0.004291375,"domain_scores_codex":[0.9857368,0.008237367,0.0005826778,0.001229424,0.003305156,0.0009084605],"domain_scores_gemma":[0.9809233,0.009530278,0.001416264,0.002555761,0.00327299,0.002301371],"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":[0.0001194995,0.0003363249,0.002761218,0.0009920052,0.00009479145,0.0004726936,0.02683263,0.002861716,0.0007448548,0.3689799,0.2671905,0.328614],"study_design_scores_gemma":[0.00004280662,0.00006211481,0.0004303119,0.0007467089,0.00001996248,0.0004291715,0.02651268,0.002751687,0.0003704031,0.4116322,0.556954,0.00004795331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03891758,0.03570823,0.2390396,0.4845649,0.005002046,0.0002747886,0.0005623481,0.002067963,0.1938626],"genre_scores_gemma":[0.4232637,0.03062361,0.3743922,0.060713,0.002810782,0.001062922,0.001444537,0.002984045,0.1027053],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01996899,"threshold_uncertainty_score":0.06680292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01485001327428895,"score_gpt":0.2656977720159462,"score_spread":0.2508477587416573,"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."}}