{"id":"W3132217111","doi":"10.1080/14703297.2021.1886970","title":"Social context and transferable skill development in experiential learning","year":2021,"lang":"en","type":"article","venue":"Innovations in Education and Teaching International","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Experiential learning; Psychology; Context (archaeology); Experiential education; Transfer of training; Mathematics education; Context effect; Pedagogy; Cognitive psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006348104,0.00005698537,0.00007493374,0.0002809246,0.0004313899,0.0001427387,0.00005963523,0.0000559401,0.0001565435],"category_scores_gemma":[0.0003601163,0.00006962841,0.000009632455,0.0002117718,0.00005655503,0.0002383217,0.00001601248,0.0002247849,0.000003131572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001808604,"about_ca_system_score_gemma":0.0008049117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001457117,"about_ca_topic_score_gemma":0.002729513,"domain_scores_codex":[0.9991384,0.0001661104,0.0002752228,0.0001561529,0.0001531647,0.00011095],"domain_scores_gemma":[0.9996552,0.00006844975,0.00005089348,0.00003157264,0.000165497,0.00002833404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001516727,0.0001569523,0.1065992,0.000003670248,0.00000493485,2.977964e-7,0.2464775,0.000002162121,0.00004898482,0.5802981,0.0002882994,0.06611846],"study_design_scores_gemma":[0.0002893121,0.000002638381,0.09413733,0.00004990593,9.987057e-7,0.000004191293,0.1815123,0.00002555641,0.00004613815,0.001144097,0.7226819,0.0001056757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9517118,0.00008636706,0.0001828282,0.01037494,0.0007898441,0.00007448728,9.485005e-7,0.00001492206,0.03676388],"genre_scores_gemma":[0.9938548,0.0000241071,0.0007534384,0.0004829241,0.0003315321,0.00005718512,0.0000434955,0.000004899031,0.004447631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7223936,"threshold_uncertainty_score":0.3317946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03042598564464659,"score_gpt":0.3941762071777893,"score_spread":0.3637502215331427,"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."}}