{"id":"W2466949663","doi":"10.1177/0888406416654213","title":"Examining Learner Engagement Strategies","year":2016,"lang":"en","type":"article","venue":"Teacher Education and Special Education The Journal of the Teacher Education Division of the Council for Exceptional Children","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Psychology; Context (archaeology); Mathematics education; Task (project management); Student engagement; Sample (material); Selection (genetic algorithm); Pedagogy; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004387149,0.0003195596,0.0003735195,0.001821419,0.0007861396,0.00214524,0.0007249214,0.0004097828,0.002524993],"category_scores_gemma":[0.01553979,0.0001430321,0.0004524086,0.0008023484,0.0004630066,0.0009750234,0.00220894,0.000797417,0.0003856437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105546,"about_ca_system_score_gemma":0.002445393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02366505,"about_ca_topic_score_gemma":0.05442464,"domain_scores_codex":[0.9967598,0.0008802126,0.0002624074,0.0002327369,0.001422028,0.0004428583],"domain_scores_gemma":[0.991582,0.003123997,0.001440365,0.000335262,0.002557501,0.0009609169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009954102,0.0006252666,0.8004917,0.0003214244,0.0001198177,0.0001606113,0.04820755,0.0002783509,0.002224597,0.000837535,0.000990071,0.1456436],"study_design_scores_gemma":[0.00002336428,0.0006149234,0.9223515,0.0002495662,0.00009121326,0.000290382,0.0553846,0.0008747329,0.002176329,0.0006836543,0.01718813,0.00007163781],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863347,0.0002290772,0.001736346,0.00013332,0.00000719142,0.0001733658,0.0002708002,0.00003041508,0.01108493],"genre_scores_gemma":[0.9926117,0.0003427138,0.002587906,0.00005944692,0.000004013438,0.0002291128,0.0003517139,0.000009839176,0.003803554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02366505,"threshold_uncertainty_score":0.04705459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06955784302589992,"score_gpt":0.3234815186178597,"score_spread":0.2539236755919598,"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."}}