{"id":"W4252792470","doi":"10.24124/2017/54750","title":"Learning, sharing, growing--SEL together!","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychology; Mathematics education; George (robot); Pedagogy; Computer 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":[0.001514543,0.000820521,0.0004117878,0.0008363182,0.004954484,0.005673041,0.001113575,0.001570691,0.07875532],"category_scores_gemma":[0.003242084,0.0004383095,0.0007139947,0.0006138313,0.002687797,0.009946791,0.01253366,0.003166537,0.05652134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006728961,"about_ca_system_score_gemma":0.001508317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009863484,"about_ca_topic_score_gemma":0.002978181,"domain_scores_codex":[0.9985073,0.0006219916,0.00006364281,0.0001604234,0.000395551,0.0002510455],"domain_scores_gemma":[0.9977279,0.0002805491,0.0001446984,0.0004784966,0.0003095192,0.001058798],"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":[0.0000383384,0.000306567,0.003456505,0.0003547832,0.00001631276,0.0005566007,0.04313604,0.0001046797,0.002166992,0.03193694,0.4112889,0.5066373],"study_design_scores_gemma":[0.000007868956,0.0001226773,0.002721979,0.0002512229,0.000008752291,0.0008529149,0.02402382,0.00009316663,0.0007358159,0.01057229,0.960581,0.00002843558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0546995,0.003804889,0.03045478,0.04041479,0.004042362,0.0006022841,0.0005614366,0.005015886,0.8604041],"genre_scores_gemma":[0.1750387,0.004183063,0.04821981,0.008288411,0.0005706223,0.000826977,0.0008528372,0.001345693,0.7606738],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07875532,"threshold_uncertainty_score":0.2634628,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02244210969032642,"score_gpt":0.3484822806554982,"score_spread":0.3260401709651718,"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."}}