{"id":"W7052496567","doi":"","title":"Reordering our Priorities through Systems Change Learning","year":2020,"lang":"en","type":"other","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Conversation; Presentation (obstetrics); Networked learning; Social learning; Core (optical fiber); Open learning","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":[0.0193693,0.0009788973,0.0006497651,0.001239057,0.006572383,0.01974543,0.00405884,0.00550621,0.05110003],"category_scores_gemma":[0.02087145,0.0005052494,0.001074627,0.0009580152,0.010395,0.01322056,0.01605793,0.0162587,0.01693222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007889696,"about_ca_system_score_gemma":0.01671074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001955073,"about_ca_topic_score_gemma":0.002786312,"domain_scores_codex":[0.9875957,0.00671126,0.0003803874,0.001242637,0.002765823,0.001304144],"domain_scores_gemma":[0.9858251,0.004750568,0.0005133902,0.001270055,0.002373963,0.005266794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007509835,0.0002917853,0.0003807376,0.0005033916,0.00002225991,0.0001664814,0.02080818,0.001237381,0.001008526,0.2938582,0.4250408,0.2566072],"study_design_scores_gemma":[0.00001532944,0.00007320767,0.0001509286,0.000429401,0.000005510462,0.00003479426,0.007112136,0.0005066164,0.0006262336,0.1087265,0.8822931,0.00002633752],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01026027,0.008313839,0.08117301,0.4244612,0.02863983,0.000788188,0.0002567241,0.001814745,0.4442921],"genre_scores_gemma":[0.2835973,0.01530425,0.1027569,0.08431638,0.008868553,0.001848388,0.0010055,0.002020865,0.5002819],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05110003,"threshold_uncertainty_score":0.1709467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09073175138930333,"score_gpt":0.3063250172339468,"score_spread":0.2155932658446434,"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."}}