{"id":"W4387026658","doi":"10.3386/w31706","title":"The Importance of a Helping Hand in Education and in Life","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Child Therapy and Development","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Helping hand; Psychology; Internet privacy; Computer science; Materials science","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":[0.002448204,0.0002196361,0.0002493079,0.0008417488,0.004465928,0.004565182,0.0006604871,0.003033522,0.02407296],"category_scores_gemma":[0.006010053,0.0001786203,0.0001953034,0.0003725107,0.004814561,0.003688823,0.005455592,0.002449413,0.002856605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001982696,"about_ca_system_score_gemma":0.005524288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004615991,"about_ca_topic_score_gemma":0.01630453,"domain_scores_codex":[0.9978377,0.0009266114,0.00005594458,0.0001772286,0.0004840878,0.0005183908],"domain_scores_gemma":[0.9942076,0.002060103,0.0005466697,0.000357772,0.0005649426,0.002262756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00009066706,0.000739633,0.02250271,0.0004707028,0.0000190102,0.0007560328,0.01834452,0.0005100886,0.001638991,0.2549496,0.07765175,0.6223262],"study_design_scores_gemma":[0.00002898726,0.0002981934,0.04499536,0.001413341,0.00001939187,0.002001807,0.02708403,0.0003716907,0.001182644,0.09026141,0.8322834,0.00005961741],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1265636,0.010977,0.009712908,0.2403247,0.001933146,0.0001827196,0.0002076345,0.0003125434,0.6097857],"genre_scores_gemma":[0.882838,0.007656951,0.0167394,0.02106782,0.0006498696,0.0001814945,0.0001006843,0.00007959938,0.07068622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02407296,"threshold_uncertainty_score":0.08053201,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3974165911729432,"score_gpt":0.5702284948664347,"score_spread":0.1728119036934915,"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."}}