{"id":"W2770966357","doi":"10.1080/13611267.2017.1403609","title":"Mapping psychology students’ perspective on group peer-tutoring in statistics","year":2017,"lang":"en","type":"article","venue":"Mentoring & Tutoring Partnership in Learning","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université du Québec à Trois-Rivières","funders":"Université de Sherbrooke","keywords":"Peer tutor; TUTOR; Conceptualization; Psychology; Mathematics education; Interpersonal communication; Peer group; Educational psychology; Perspective (graphical); Peer feedback; Computer science; Social psychology; Artificial intelligence","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":[0.004228099,0.0002028341,0.0002024234,0.0009775013,0.001647305,0.003364687,0.0004744215,0.0006917393,0.001246591],"category_scores_gemma":[0.01198264,0.0001146993,0.0002252142,0.0006574951,0.002573774,0.001484031,0.00248046,0.001336773,0.0002050695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001565734,"about_ca_system_score_gemma":0.001521431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001603831,"about_ca_topic_score_gemma":0.00267957,"domain_scores_codex":[0.9941435,0.004450059,0.00009351536,0.0002629272,0.0006229475,0.0004270865],"domain_scores_gemma":[0.9933595,0.003901552,0.0006929976,0.000305187,0.0007946154,0.0009462213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008438113,0.0003830269,0.1026271,0.00009507476,0.00002311679,0.0006521566,0.8321915,0.0006941257,0.005619588,0.00746153,0.0008070188,0.04936127],"study_design_scores_gemma":[0.00001109635,0.0003984483,0.1104427,0.00008740664,0.00002298579,0.0007845852,0.8600478,0.003234464,0.004019383,0.005918797,0.01498774,0.00004463026],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937546,0.0000832394,0.002203403,0.0003869137,0.000007401027,0.00001581416,0.000006865765,0.00000989417,0.003531949],"genre_scores_gemma":[0.9991436,0.00005257534,0.0004368634,0.00002765502,0.000001781908,0.000004298994,0.000005154042,0.000003542706,0.000324546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004228099,"threshold_uncertainty_score":0.02236062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2503184458616445,"score_gpt":0.546933541266467,"score_spread":0.2966150954048225,"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."}}