{"id":"W2340579586","doi":"","title":"Community Counts: Activating All Families To Save for Higher Education","year":2015,"lang":"en","type":"article","venue":"Bridges Conversations in Global Politics and Public Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Business; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004365942,0.0005427206,0.0002277458,0.0004868945,0.01073451,0.00638563,0.001750945,0.006559845,0.06139533],"category_scores_gemma":[0.008912622,0.0004123366,0.0003820708,0.0005223898,0.002947698,0.005023635,0.00902071,0.007862664,0.00590434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003092384,"about_ca_system_score_gemma":0.0247197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03238481,"about_ca_topic_score_gemma":0.1478915,"domain_scores_codex":[0.996985,0.001539068,0.00004744599,0.0001542309,0.0003510992,0.0009232028],"domain_scores_gemma":[0.9889765,0.001274462,0.0002757888,0.0004461274,0.0008025715,0.008224429],"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":[0.00006944627,0.000347853,0.005467326,0.00009316302,0.00001416402,0.0001780461,0.00266942,0.0001206855,0.0004317616,0.0204125,0.8821307,0.08806489],"study_design_scores_gemma":[0.0001236274,0.0002839727,0.01014068,0.0007090647,0.0000297561,0.0002388477,0.03539874,0.0004641728,0.001426106,0.01614008,0.9349722,0.0000726775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03117216,0.002093717,0.003885339,0.7856891,0.004289264,0.0002558722,0.0005597124,0.00080729,0.1712476],"genre_scores_gemma":[0.3611901,0.004521047,0.02154908,0.30832,0.001615108,0.0009217581,0.0009061885,0.0004384543,0.3005383],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06139533,"threshold_uncertainty_score":0.2053878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1211738518534279,"score_gpt":0.4148626745014441,"score_spread":0.2936888226480162,"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."}}