{"id":"W6994409940","doi":"","title":"Helping","year":2006,"lang":"en","type":"article","venue":"Iowa Research Online (The University of Iowa)","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sister; Gray (unit); Midnight; Theme (computing); Luck; Duty","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":[0.002455474,0.001144066,0.0004912614,0.001248146,0.01075904,0.007854964,0.00183451,0.003460346,0.2803395],"category_scores_gemma":[0.01153315,0.0004136559,0.0004489346,0.0008908415,0.002030867,0.004471919,0.008140102,0.004456242,0.1546626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005341135,"about_ca_system_score_gemma":0.0141474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02807934,"about_ca_topic_score_gemma":0.07760972,"domain_scores_codex":[0.9955508,0.0008760557,0.00008616248,0.0006045023,0.001675949,0.00120655],"domain_scores_gemma":[0.9876332,0.0004990418,0.0003229005,0.0005736452,0.004303989,0.006667109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000009193483,0.00002909665,0.0004303617,0.00003420344,0.000002070695,0.0001125128,0.00202226,0.00001461002,0.0001663147,0.005272211,0.9537205,0.03818669],"study_design_scores_gemma":[0.00000191676,0.000005884821,0.0002801429,0.00004993714,0.000001774145,0.0001495208,0.002188765,0.00001719028,0.00004936076,0.000822643,0.9964269,0.00000589383],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004276938,0.002799273,0.003138513,0.08289023,0.01314595,0.0001782025,0.0003882624,0.002018249,0.8911644],"genre_scores_gemma":[0.01839481,0.002008208,0.002304003,0.0295186,0.0008822806,0.000118687,0.0004593864,0.000527824,0.9457862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2803395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.193917792522861,"score_gpt":0.4355801266199255,"score_spread":0.2416623340970644,"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."}}