{"id":"W4387028639","doi":"10.2139/ssrn.4582323","title":"The Importance of a Helping Hand in Education and in Life","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Child Therapy and Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research","funders":"","keywords":"Psychology; Helping hand; Applied psychology; Medical education; Medicine","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":[0.001610565,0.000204518,0.0001689523,0.0008618396,0.004053379,0.003253842,0.0006500296,0.002100715,0.01161009],"category_scores_gemma":[0.005951436,0.0001987572,0.0001704895,0.0002391917,0.005517204,0.00234769,0.002196189,0.002433046,0.001222198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512084,"about_ca_system_score_gemma":0.004274943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003567721,"about_ca_topic_score_gemma":0.01076427,"domain_scores_codex":[0.9984225,0.0006435325,0.00004156803,0.0001047424,0.0003769766,0.0004107413],"domain_scores_gemma":[0.9948784,0.002029225,0.0004034275,0.0002339924,0.0006207357,0.001834076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002817785,0.0009609132,0.05194628,0.0007557714,0.00004052508,0.006570478,0.05893558,0.0005054654,0.01010843,0.1922391,0.05234011,0.6253155],"study_design_scores_gemma":[0.0001059378,0.000495611,0.1478577,0.002550777,0.00009499655,0.02412479,0.1488902,0.0009319906,0.004888658,0.1647326,0.5051605,0.0001661421],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.3119407,0.01117803,0.004919147,0.06182494,0.001932116,0.00008602702,0.0000934742,0.0002108793,0.6078146],"genre_scores_gemma":[0.9645107,0.002619224,0.005352082,0.00330193,0.0002263991,0.00005039113,0.00002116941,0.00004901625,0.02386916],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01161009,"threshold_uncertainty_score":0.03883964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01039551921883648,"score_gpt":0.2985835382745506,"score_spread":0.2881880190557142,"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."}}