{"id":"W4400826645","doi":"10.1002/rev3.3484","title":"Improving young children's peer collaboration in early educational settings: A systematic review","year":2024,"lang":"en","type":"review","venue":"Review of Education","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Peer review; Systematic review; Medical education; Psychology; Medicine; Pedagogy; Developmental psychology; MEDLINE; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01399015,0.001501417,0.009093291,0.009206547,0.0009056074,0.003600088,0.002238476,0.002231327,0.004258928],"category_scores_gemma":[0.0540386,0.001318321,0.007444048,0.00888765,0.0009998679,0.003334791,0.001973354,0.002139344,0.0002668715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00597991,"about_ca_system_score_gemma":0.02339907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01283293,"about_ca_topic_score_gemma":0.03624068,"domain_scores_codex":[0.9877819,0.005240757,0.003350105,0.0007822164,0.002340207,0.0005048027],"domain_scores_gemma":[0.9651799,0.02477005,0.005373638,0.0004602861,0.003602134,0.0006139358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001981541,0.00003956862,0.000629392,0.9581131,0.00479325,0.00009482546,0.0004026403,0.00008088211,0.00009060666,0.00019042,0.0007784346,0.03458873],"study_design_scores_gemma":[0.0003673488,0.0002748436,0.003483793,0.9537756,0.0315017,0.0002252095,0.0006135272,0.00006567848,0.0001752639,0.0001723819,0.009311501,0.00003313099],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002095113,0.9958668,0.000149479,0.000217538,0.0001052424,0.0009941482,0.0002462468,0.00001205113,0.0003134298],"genre_scores_gemma":[0.03007913,0.9662704,0.001078488,0.0004246576,0.00006020847,0.001780489,0.0001726502,0.000004874052,0.0001290792],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01399015,"threshold_uncertainty_score":0.07398784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469150779104178,"score_gpt":0.3753135323829674,"score_spread":0.3606220245919257,"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."}}