{"id":"W4283836525","doi":"10.5465/ambpp.2022.18019abstract","title":"Instructors as Mediators in Students Learning","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Situational ethics; Sense of agency; Agency (philosophy); Individualism; Psychology; Grading (engineering); Pedagogy; Solidarity; Mathematics education; Sociology; Social psychology; Political science; Engineering; Social 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002724496,0.00007594567,0.0001108476,0.0004097345,0.0005487802,0.00004979282,0.0005545955,0.00003983688,0.001136541],"category_scores_gemma":[0.0003262654,0.00008988677,0.00002441283,0.001265777,0.0001084087,0.0004482284,0.0002858687,0.000613877,0.00002266608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001603572,"about_ca_system_score_gemma":0.0000300853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001774299,"about_ca_topic_score_gemma":0.000001912319,"domain_scores_codex":[0.9982278,0.00009901174,0.0002494749,0.0002105598,0.0009775046,0.0002356693],"domain_scores_gemma":[0.9995341,0.00005985902,0.0003117475,0.0000187799,0.0000334553,0.00004200579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003512941,0.0001424183,0.5006011,0.00004970159,0.00004503314,0.000001126038,0.07263229,0.00003179541,0.00003765002,0.4096198,0.003773706,0.01303026],"study_design_scores_gemma":[0.0002651169,0.00003098054,0.1478312,0.00001180621,0.000008771745,2.474783e-7,0.169069,0.000002552872,0.00003035529,0.001137534,0.6815215,0.00009091974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.858095,0.00002447043,4.453823e-7,0.004998631,0.0001687058,0.000228405,1.46479e-7,0.00004393858,0.1364402],"genre_scores_gemma":[0.9881963,0.000114884,0.0001328031,0.0006774073,0.00005718897,0.00006680781,9.731694e-7,0.000009331885,0.01074438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6777478,"threshold_uncertainty_score":0.9997765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04189045106635152,"score_gpt":0.4045377156043674,"score_spread":0.3626472645380159,"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."}}