{"id":"W7001203981","doi":"","title":"Innovating for Student Success: A Course-Integrated Approach to Delivering Academic Skills and Competency Resources","year":2022,"lang":"en","type":"article","venue":"Scholarship@Western (Western University)","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transformational leadership; Context (archaeology); Plan (archaeology); Higher education; Academic institution; Student engagement; Institution; Competence (human resources)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002649203,0.0005332477,0.0001935082,0.001107396,0.005661795,0.007394071,0.002535898,0.001879034,0.01088467],"category_scores_gemma":[0.002539206,0.0002946881,0.0004991928,0.0007625678,0.003186398,0.003096856,0.007311999,0.00369586,0.002370902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007674708,"about_ca_system_score_gemma":0.02751415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01379374,"about_ca_topic_score_gemma":0.05078144,"domain_scores_codex":[0.9973919,0.0007060601,0.00007041312,0.0002008831,0.0009013378,0.0007293592],"domain_scores_gemma":[0.9975496,0.0002396724,0.0001494204,0.0001899467,0.0003555276,0.00151571],"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":[0.00004195196,0.001969483,0.006545727,0.0003057589,0.00001208161,0.0004202508,0.02325511,0.00113986,0.002819675,0.08989215,0.1309118,0.7426862],"study_design_scores_gemma":[0.00006653359,0.00138313,0.01749478,0.0005711459,0.00002346195,0.0008545181,0.05560198,0.003543021,0.003628539,0.03208213,0.8846794,0.00007140089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.113471,0.001774811,0.1315303,0.1227058,0.002415127,0.005103825,0.0002671924,0.002881979,0.61985],"genre_scores_gemma":[0.4527591,0.002558175,0.2552553,0.01248688,0.0004247904,0.00294371,0.0004187434,0.0004279421,0.2727253],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01379374,"threshold_uncertainty_score":0.05568415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113183329199539,"score_gpt":0.3923888010730329,"score_spread":0.2792054718734939,"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."}}