{"id":"W2531818974","doi":"10.1145/2967934.2968101","title":"Does Helping Hurt?","year":2016,"lang":"en","type":"article","venue":"","topic":"Educational Games and Gamification","field":"Psychology","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Competence (human resources); Experiential learning; Computer science; Order (exchange); Psychology; Applied psychology; Social psychology; Business; Mathematics education","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005635606,0.00002876746,0.00002751977,0.00001914983,0.00001648536,0.000005146935,0.00005113552,0.00002292989,0.01195018],"category_scores_gemma":[0.00001285138,0.00001103786,0.0000159441,0.00002882392,0.00001665364,0.00003137809,0.000005317463,0.00001250985,0.002643339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009953357,"about_ca_system_score_gemma":0.000006422496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002690387,"about_ca_topic_score_gemma":0.000007834007,"domain_scores_codex":[0.9997045,0.00001382816,0.00006407774,0.0001031398,0.00003702303,0.00007740717],"domain_scores_gemma":[0.9997344,0.00006025518,0.00001807433,0.0001427401,0.00002151705,0.00002298919],"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":[0.000007314205,0.00007012919,0.02504216,0.000001703657,0.00001780624,3.899561e-7,0.0009318549,2.917673e-8,0.006810301,0.7100832,0.03625913,0.220776],"study_design_scores_gemma":[0.0001723133,0.00001459409,0.39693,0.000009030758,0.000003041942,0.000001783459,0.0007723208,4.254228e-7,0.001121429,0.008884955,0.5920166,0.00007351315],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.355498,0.00009931391,0.01353284,0.07272238,0.003532228,0.0001359707,0.000005265369,0.0001507059,0.5543233],"genre_scores_gemma":[0.7805483,0.000005380044,0.0002921275,0.0004708629,0.0001871818,0.00001519001,0.00000104359,0.00000347842,0.2184765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7011983,"threshold_uncertainty_score":0.9981332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693636539201484,"score_gpt":0.3371271473751987,"score_spread":0.3101907819831838,"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."}}