{"id":"W2605128906","doi":"10.1002/tl.20229","title":"Preparing Students for Success in Hybrid Learning Environments with Academic Resource Centers","year":2017,"lang":"en","type":"article","venue":"New Directions for Teaching and Learning","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Resource (disambiguation); Hybrid learning; Mathematics education; Best practice; Computer science; Higher education; Pedagogy; Psychology; Knowledge management; 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":[0.003206471,0.0007386038,0.0004879299,0.0006820702,0.00289136,0.006416874,0.001672309,0.001315834,0.01474621],"category_scores_gemma":[0.005687339,0.0003542669,0.0008112488,0.0004160524,0.0008000241,0.003525508,0.00713052,0.002571733,0.01073935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005210253,"about_ca_system_score_gemma":0.00258686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002002959,"about_ca_topic_score_gemma":0.001156239,"domain_scores_codex":[0.9983735,0.0004299017,0.00008456075,0.0001617441,0.000454029,0.0004961354],"domain_scores_gemma":[0.9933769,0.0005556479,0.0004257021,0.0003443452,0.0007419758,0.004555409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004284063,0.007526768,0.05722915,0.0005906664,0.00006481034,0.001997791,0.01944321,0.001559145,0.01626931,0.01159392,0.06309789,0.820199],"study_design_scores_gemma":[0.0004010054,0.008298834,0.1129935,0.001424071,0.0001639884,0.006805734,0.1018212,0.005080593,0.04406732,0.05014368,0.668224,0.0005759628],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8230208,0.001410482,0.05660325,0.01141933,0.002141153,0.001214151,0.0002371508,0.002534452,0.1014192],"genre_scores_gemma":[0.7643514,0.001923336,0.1537251,0.002091641,0.0003813324,0.0008689394,0.000509066,0.0004377021,0.07571141],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01474621,"threshold_uncertainty_score":0.04933101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721325132109976,"score_gpt":0.3494635629271609,"score_spread":0.3322503116060612,"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."}}