{"id":"W2948018078","doi":"10.55016/ojs/pplt.v3y2019.53079","title":"Student-Faculty Partnership as a Foundation for Authentic Learning","year":2019,"lang":"en","type":"article","venue":"Papers on postsecondary learning and teaching.","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Foundation (evidence); General partnership; Authentic learning; Pedagogy; Sociology; Mathematics education; Psychology; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02321162,0.0004947402,0.0008618495,0.001976632,0.01539624,0.02339543,0.002766069,0.00575491,0.01215422],"category_scores_gemma":[0.02414025,0.0006136742,0.0009015343,0.001306438,0.03744392,0.01834754,0.03865629,0.01064075,0.002289066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004777208,"about_ca_system_score_gemma":0.01646099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001074534,"about_ca_topic_score_gemma":0.001355994,"domain_scores_codex":[0.9633938,0.02684693,0.0009727765,0.001982924,0.003955178,0.002848446],"domain_scores_gemma":[0.9655837,0.0117217,0.003248427,0.00431348,0.003182029,0.01195064],"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":[0.00006079308,0.0002863768,0.003354381,0.0003493013,0.00002680019,0.001171912,0.1944765,0.0005688559,0.001123333,0.7405151,0.007185268,0.05088141],"study_design_scores_gemma":[0.00005042775,0.0003208743,0.002307461,0.0008076209,0.00001824358,0.001485975,0.151075,0.001340412,0.001085282,0.5115335,0.3298885,0.00008680283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1883379,0.004326802,0.2027495,0.1004386,0.002549835,0.0009538367,0.0001375851,0.0008045304,0.4997014],"genre_scores_gemma":[0.9726213,0.0005534189,0.01421498,0.001481033,0.0001747904,0.0002930523,0.00003450358,0.00008092062,0.01054598],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02339543,"threshold_uncertainty_score":0.1227562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03082521935314982,"score_gpt":0.3839611483804498,"score_spread":0.3531359290273,"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."}}