{"id":"W2948487433","doi":"10.15173/ijsap.v3i2.3953","title":"A co-creation of learning and teaching typology: What kind of co-creation are you planning or doing?","year":2019,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Edinburgh","keywords":"Typology; Variety (cybernetics); General partnership; Space (punctuation); Knowledge management; Resource (disambiguation); Co-creation; Sociology; Computer science; Pedagogy; Business; Artificial intelligence","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":[0.01625389,0.0008132663,0.000601134,0.004401183,0.01164159,0.01421865,0.001895527,0.004607254,0.004930142],"category_scores_gemma":[0.02546637,0.0003148006,0.0006948917,0.006475026,0.02694648,0.02064322,0.01025074,0.004357772,0.0008724232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006912707,"about_ca_system_score_gemma":0.006837179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003351704,"about_ca_topic_score_gemma":0.004467165,"domain_scores_codex":[0.9735585,0.01948199,0.001181198,0.001646517,0.00281546,0.001316229],"domain_scores_gemma":[0.96701,0.02163855,0.002792018,0.002999997,0.003022036,0.002537273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008753328,0.0001112332,0.0119373,0.000591341,0.00001705859,0.000638395,0.5488042,0.0004430223,0.000818551,0.3708869,0.01474336,0.05092117],"study_design_scores_gemma":[0.00001896474,0.00008066163,0.003075547,0.001011375,0.00001095098,0.001130107,0.6733121,0.001262824,0.0008935256,0.1209458,0.1981708,0.00008731621],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3474091,0.004795862,0.2136502,0.07039676,0.002087228,0.002436332,0.0007691931,0.0004045305,0.3580507],"genre_scores_gemma":[0.9271184,0.002156834,0.04713945,0.002787234,0.0002121653,0.002527704,0.0003073253,0.0002224904,0.01752835],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01625389,"threshold_uncertainty_score":0.08595979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122698051888936,"score_gpt":0.5686499833793955,"score_spread":0.5174230028605061,"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."}}