{"id":"W3010564169","doi":"10.4018/978-1-7998-2430-5.ch006","title":"The Structure of the LEAD Program","year":2020,"lang":"en","type":"book-chapter","venue":"Advances in educational marketing, administration, and leadership book series","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Component (thermodynamics); Mathematics education; Field (mathematics); Service (business); Computer science; Psychology; Mathematics; Physics; Business; Pure mathematics; Marketing","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":[0.001448845,0.0003675759,0.0002403496,0.0009364349,0.002845831,0.004176427,0.001381637,0.001194769,0.09425986],"category_scores_gemma":[0.002169647,0.0003790418,0.0002353489,0.0009815575,0.0008508798,0.001631633,0.003909095,0.003371145,0.04069781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004331707,"about_ca_system_score_gemma":0.01490833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004552614,"about_ca_topic_score_gemma":0.01180519,"domain_scores_codex":[0.9987925,0.0002702808,0.00003170121,0.0002206264,0.0003603416,0.0003245928],"domain_scores_gemma":[0.9976264,0.0001619662,0.00004712906,0.00009187101,0.0005696288,0.001503112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001509632,0.0006910259,0.001475613,0.0003316445,0.00000228054,0.0003756643,0.003536327,0.0007507277,0.001892021,0.1458012,0.4352442,0.4097483],"study_design_scores_gemma":[0.00003500811,0.0001905939,0.001191049,0.0001273721,0.000002009711,0.0002119737,0.001073421,0.0003321211,0.0006126902,0.007650247,0.9885599,0.00001362998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01614469,0.001669392,0.04405276,0.01518189,0.00286887,0.00246801,0.001343302,0.002179434,0.9140915],"genre_scores_gemma":[0.05495929,0.001445082,0.02956227,0.003477637,0.000393272,0.00168405,0.001355439,0.0006404337,0.9064826],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09425986,"threshold_uncertainty_score":0.3153306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04287968905288946,"score_gpt":0.3108638089332023,"score_spread":0.2679841198803128,"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."}}