{"id":"W3029493384","doi":"10.15173/ijsap.v4i1.3928","title":"Our quest for success: Using a multidisciplinary students-as-partners model to develop an innovative online learning game","year":2019,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto; Toronto Metropolitan University","funders":"","keywords":"Multidisciplinary approach; General partnership; Engineering ethics; Perception; Psychology; Medical education; Knowledge management; Sociology; Engineering; Computer science; Political science; Medicine; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002329855,0.0002298892,0.0002561616,0.0003416302,0.0008622261,0.0009080708,0.001432224,0.00009588592,0.00009103918],"category_scores_gemma":[0.0009352913,0.0002277125,0.0001048334,0.0004469665,0.00004067756,0.001093271,0.0002935806,0.000391551,0.00006756414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009233751,"about_ca_system_score_gemma":0.001011587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004488746,"about_ca_topic_score_gemma":0.0003796955,"domain_scores_codex":[0.9964006,0.0002118843,0.0006113129,0.0004190938,0.001851005,0.0005060858],"domain_scores_gemma":[0.9961048,0.0001735711,0.0004628576,0.0001304579,0.002774256,0.0003540301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001713499,0.003328065,0.5556977,0.00003088003,0.001713172,0.00003872369,0.2159111,0.1879679,0.001102336,0.02117119,0.004874069,0.006451384],"study_design_scores_gemma":[0.009891732,0.001877906,0.06968234,0.0005955302,0.0002119091,0.00005904128,0.4049477,0.01872583,0.0001970995,0.004061585,0.48787,0.001879302],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847569,0.00001437329,0.005459183,0.004208805,0.003433234,0.001024576,0.00003404385,0.00004458581,0.001024241],"genre_scores_gemma":[0.973246,0.00005443302,0.007912792,0.000953712,0.0008892461,0.0001049653,0.00008411812,0.00004379077,0.0167109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4860154,"threshold_uncertainty_score":0.9285847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1777831116949823,"score_gpt":0.6349678534268369,"score_spread":0.4571847417318546,"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."}}