{"id":"W3094936672","doi":"10.15173/ijsap.v4i2.4289","title":"Partners, not peers: Defining boundaries and expectations in student partnerships","year":2020,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03250415,0.0006017754,0.0007129724,0.001921144,0.01962081,0.03203946,0.003447249,0.004431444,0.003279214],"category_scores_gemma":[0.07113398,0.0008117572,0.0005072138,0.001388555,0.0277337,0.02601483,0.03516277,0.007835689,0.0009177711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004067433,"about_ca_system_score_gemma":0.01001271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002773901,"about_ca_topic_score_gemma":0.002678524,"domain_scores_codex":[0.9225788,0.06268857,0.001818919,0.002199091,0.006146038,0.004568663],"domain_scores_gemma":[0.9557154,0.01850616,0.00469406,0.001697215,0.004239618,0.01514763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004497557,0.00008924471,0.009668968,0.00006768634,0.00001340179,0.0009044791,0.910091,0.0001336968,0.0004198528,0.06140898,0.002127921,0.01502984],"study_design_scores_gemma":[0.000007612152,0.00006084645,0.0009022524,0.0001170145,0.000004610944,0.0004471411,0.9618558,0.0003030849,0.0001568019,0.02034393,0.01577044,0.0000304906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.82306,0.002276243,0.02640997,0.04474,0.0007508851,0.0002509163,0.00004139236,0.0001379126,0.1023327],"genre_scores_gemma":[0.9955992,0.0003454169,0.001053707,0.0009249379,0.00003369094,0.00007787495,0.00001262334,0.00003273426,0.001919719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03250415,"threshold_uncertainty_score":0.1719005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1920630405255417,"score_gpt":0.5764193417352872,"score_spread":0.3843563012097455,"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."}}