{"id":"W2587209451","doi":"","title":"Fostering Student Partnership in Education – A New Model of Curricular Design","year":2016,"lang":"en","type":"article","venue":"Global Health: Annual Review","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"General partnership; Happiness; Construct (python library); Process (computing); Computer science; Mathematics education; Work (physics); Pedagogy; Psychology; Higher education; Active learning (machine learning); Knowledge management; Political science; Engineering; Social psychology; Artificial intelligence","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":[0.01240393,0.0006259862,0.0004136496,0.001422258,0.001739476,0.007473079,0.00225421,0.002183979,0.006262601],"category_scores_gemma":[0.01089429,0.0004331285,0.001034981,0.0009623354,0.009582374,0.004151417,0.006260992,0.001777741,0.0008601967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003351734,"about_ca_system_score_gemma":0.004620976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004833321,"about_ca_topic_score_gemma":0.000671779,"domain_scores_codex":[0.9785388,0.01822865,0.0004408655,0.0007898628,0.001485757,0.0005160233],"domain_scores_gemma":[0.9896914,0.005993897,0.0009694143,0.001276523,0.0008549257,0.001213801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005961489,0.0006603592,0.004287388,0.001269356,0.0000641621,0.0001707084,0.01884794,0.006517431,0.001289993,0.7769438,0.002054988,0.1878342],"study_design_scores_gemma":[0.000183633,0.001349813,0.00459107,0.002192972,0.0001604083,0.0009610452,0.01623208,0.03453146,0.002333106,0.6834767,0.2538891,0.00009858295],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1120778,0.006873515,0.6938669,0.0181758,0.0005225331,0.001499418,0.00007012081,0.0003689999,0.1665448],"genre_scores_gemma":[0.7782918,0.002423092,0.2075142,0.0006480323,0.00008070986,0.001504087,0.00004230861,0.00004648079,0.00944924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01240393,"threshold_uncertainty_score":0.06559896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2107258409604969,"score_gpt":0.5150740654943554,"score_spread":0.3043482245338586,"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."}}