{"id":"W110087540","doi":"","title":"Math engaged problem solving in families","year":2010,"lang":"en","type":"article","venue":"Scholarly Commons (University of the Pacific)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Context (archaeology); Mathematics education; Mathematical problem; Range (aeronautics); Value (mathematics); Computer science; Mathematics","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":[0.001613182,0.0002111023,0.0001837035,0.00074949,0.003701203,0.001498101,0.0004745522,0.0003949467,0.00312497],"category_scores_gemma":[0.006521044,0.000179156,0.0001643484,0.0005323112,0.002163786,0.001249473,0.002450911,0.0005323287,0.000181323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001633062,"about_ca_system_score_gemma":0.001476872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007889524,"about_ca_topic_score_gemma":0.009203346,"domain_scores_codex":[0.9979997,0.00135444,0.00006962656,0.0001824474,0.0001628043,0.0002309686],"domain_scores_gemma":[0.997267,0.001178629,0.0006227859,0.0002118135,0.0002313696,0.0004883481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001464947,0.0005044711,0.3353067,0.000135354,0.0000557968,0.005913018,0.5523002,0.0006948012,0.001924191,0.007236713,0.001785052,0.09399718],"study_design_scores_gemma":[0.00005187865,0.0006737912,0.2009862,0.000273577,0.00008810434,0.009032561,0.7293931,0.001351605,0.002738003,0.01071843,0.04462188,0.00007086191],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947699,0.0001870362,0.0004659584,0.0003046153,0.000005019067,0.000008521551,0.0000215627,0.000007222352,0.004230205],"genre_scores_gemma":[0.9991297,0.0001236131,0.0002179591,0.00002785761,0.000002103929,0.000006885767,0.000008985034,0.000001673091,0.0004811425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007889524,"threshold_uncertainty_score":0.01568717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687562314812441,"score_gpt":0.2570386419423988,"score_spread":0.2201630187942744,"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."}}