{"id":"W4243102330","doi":"10.20935/al2071","title":"Mindfulness in School Aged Children Research Project","year":2021,"lang":"en","type":"article","venue":"Academia Letters","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Mindfulness; Psychology; Developmental psychology; Psychotherapist","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":[],"consensus_categories":[],"category_scores_codex":[0.003802344,0.00006637517,0.0001075305,0.0001786993,0.0003321856,0.00008269014,0.0002944343,0.0002465629,0.0002717015],"category_scores_gemma":[0.005364452,0.00006721481,0.00003462092,0.001208312,0.0002044627,0.0002550274,0.00005544589,0.001546619,0.00007223814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002688275,"about_ca_system_score_gemma":0.001261875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003913773,"about_ca_topic_score_gemma":0.0003904626,"domain_scores_codex":[0.9966955,0.001781178,0.0001601532,0.0002560331,0.0006006939,0.0005064398],"domain_scores_gemma":[0.9989478,0.0006673977,0.00003265236,0.0001406418,0.00007069342,0.0001408425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001825732,0.00009689722,0.5885562,0.00001479519,0.00002761501,0.00003524742,0.0194967,0.000006331016,0.007501029,0.00629465,0.3598636,0.01808868],"study_design_scores_gemma":[0.0002987977,0.000009001563,0.9401411,0.00007380854,0.000004403752,0.000003953018,0.007114124,8.323035e-7,0.01199299,0.004457834,0.03571787,0.0001852744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9148785,0.000116279,0.00004968116,0.08013285,0.0001819404,0.0002291173,0.000002300814,0.000017007,0.004392356],"genre_scores_gemma":[0.9876077,0.00001776065,0.001863852,0.008064939,0.0009266947,0.00006776773,0.000007876488,0.00001114139,0.001432273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3515849,"threshold_uncertainty_score":0.6719374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1323305494455389,"score_gpt":0.4887248079814925,"score_spread":0.3563942585359536,"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."}}