{"id":"W4384283394","doi":"10.1016/j.pt.2023.06.007","title":"Collaborative parasitology: student partnerships in open education","year":2023,"lang":"en","type":"article","venue":"Trends in Parasitology","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Outreach; Parasitology; Medical education; Medicine; Political science; Pathology","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.018551,0.0003740211,0.0003488182,0.001032137,0.01011298,0.01548168,0.002738158,0.005266258,0.05409339],"category_scores_gemma":[0.02340195,0.0003151919,0.0005071365,0.001126154,0.007537847,0.01357862,0.03365407,0.00596724,0.003830434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003644349,"about_ca_system_score_gemma":0.01796147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001215423,"about_ca_topic_score_gemma":0.003781311,"domain_scores_codex":[0.9838055,0.01133156,0.0002341928,0.0007612746,0.001388683,0.0024787],"domain_scores_gemma":[0.9440732,0.01404516,0.002242165,0.002479685,0.001770653,0.03538909],"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":[0.0002012824,0.002459843,0.01307551,0.0004618366,0.00003066645,0.0005479656,0.04015772,0.0006082925,0.0005557737,0.4648172,0.08308401,0.3939999],"study_design_scores_gemma":[0.0001736123,0.0008117557,0.0110222,0.000784461,0.00002813346,0.0006811414,0.08819893,0.002618301,0.0006706363,0.4473101,0.4476313,0.00006946059],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2229433,0.006282736,0.0522069,0.2788426,0.007718768,0.0006067185,0.000167081,0.00062721,0.4306048],"genre_scores_gemma":[0.952222,0.001148497,0.007888044,0.005011807,0.0009617576,0.0003325949,0.00006953918,0.00007104746,0.03229472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9972618,"threshold_uncertainty_score":0.1809604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185856882993077,"score_gpt":0.5108765222670524,"score_spread":0.3922908339677447,"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."}}