{"id":"W4413672837","doi":"10.64628/aam.xxte7syht","title":"How to ‘bridge minds’ with a child to stimulate brain development","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Bridge (graph theory); Psychology; Brain development; Cognitive science; Developmental psychology; Neuroscience; 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":[0.001801737,0.0004323748,0.0002451314,0.0003898868,0.0007974717,0.001181616,0.000645985,0.001530781,0.01629688],"category_scores_gemma":[0.01108148,0.0001988198,0.0004209458,0.0001653563,0.001261755,0.002136887,0.001527753,0.002966858,0.005338111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113119,"about_ca_system_score_gemma":0.001089735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006630057,"about_ca_topic_score_gemma":0.00162816,"domain_scores_codex":[0.9991184,0.0003807741,0.00003383087,0.0001225272,0.0002462134,0.00009832456],"domain_scores_gemma":[0.9976495,0.0008698569,0.000125101,0.0003180392,0.0003797971,0.0006577644],"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":[0.0004420953,0.002537487,0.007902849,0.001035617,0.00009251676,0.001125706,0.009786126,0.0008467567,0.04993872,0.04511729,0.1296533,0.7515215],"study_design_scores_gemma":[0.000349542,0.001537859,0.04556716,0.001817953,0.000188284,0.006694771,0.01284959,0.00299341,0.05429251,0.1808047,0.6926648,0.0002394163],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.2491452,0.004263889,0.2794148,0.1415736,0.009435717,0.001507923,0.0006652114,0.005738217,0.3082554],"genre_scores_gemma":[0.5312557,0.003155371,0.3847115,0.01916158,0.000917652,0.00119477,0.0003169936,0.0009956554,0.05829082],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01629688,"threshold_uncertainty_score":0.05451852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0817874110792795,"score_gpt":0.4010999392149573,"score_spread":0.3193125281356778,"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."}}