{"id":"W3012460267","doi":"10.1007/978-3-030-36126-6_19","title":"Transformative Role of Work-Integrated Learning in Industrial and Post-Industrial Society: The Russian Experience","year":2020,"lang":"en","type":"book-chapter","venue":"Springer proceedings in business and economics","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Transformative learning; Experiential learning; Pace; Lifelong learning; Work (physics); Experiential education; Deregulation; Planned economy; Political science; Sociology; Engineering; Economic system; Pedagogy; Economics; Market economy; Geography","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":[0.0009974925,0.0002956035,0.0002169679,0.0004525561,0.0032132,0.004768811,0.0006545357,0.0007660628,0.004440746],"category_scores_gemma":[0.0007751362,0.00008844012,0.0002226963,0.000835812,0.007737654,0.002411853,0.004057075,0.001338611,0.0006829079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003070794,"about_ca_system_score_gemma":0.003221252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003666328,"about_ca_topic_score_gemma":0.004694703,"domain_scores_codex":[0.9994234,0.0002495233,0.00001460375,0.00006579296,0.00008239311,0.0001642281],"domain_scores_gemma":[0.9996918,0.0001275005,0.00003091181,0.00003786026,0.00002450537,0.0000874238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009385421,0.0002000564,0.00309046,0.0001123681,0.00001177928,0.0006025025,0.2053664,0.000465412,0.001190568,0.7201243,0.004878493,0.06386383],"study_design_scores_gemma":[0.00003937942,0.0002367642,0.04445386,0.0003348695,0.00002641891,0.0009708686,0.2413038,0.001505013,0.001432089,0.1576923,0.5519755,0.00002911828],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.46444,0.00629793,0.001834988,0.005155506,0.0001902431,0.00002853779,0.00005811092,0.00004751082,0.5219473],"genre_scores_gemma":[0.975577,0.001386994,0.0002017448,0.00007867282,0.00003045847,0.0000090616,0.00002280049,0.00001483394,0.02267848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004768811,"threshold_uncertainty_score":0.02228034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03971864175914443,"score_gpt":0.2506066695264552,"score_spread":0.2108880277673107,"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."}}