{"id":"W7057474635","doi":"","title":"Making &amp; Mending","year":2020,"lang":"en","type":"dissertation","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":"Ontario College of Art and Design","funders":"","keywords":"Craft; Exhibition; Deskilling; Space (punctuation); Adornment; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.00265791,0.0007116104,0.000283237,0.00133676,0.005973462,0.006432886,0.001314941,0.001165815,0.02194713],"category_scores_gemma":[0.004701685,0.000318669,0.000393254,0.001061379,0.01430608,0.00609766,0.004837063,0.001502089,0.003591483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001845283,"about_ca_system_score_gemma":0.001658654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901237,"about_ca_topic_score_gemma":0.003367936,"domain_scores_codex":[0.9971799,0.001085223,0.00009813997,0.0004049871,0.0009266198,0.0003051436],"domain_scores_gemma":[0.9980308,0.0006989819,0.0002406476,0.0006061273,0.0002525334,0.0001707782],"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":[0.00005925641,0.00006461279,0.001710009,0.000203555,0.00001065617,0.0008107301,0.09249402,0.0004503378,0.005289704,0.6893363,0.0170966,0.1924742],"study_design_scores_gemma":[0.000006352922,0.0000706973,0.001156305,0.0002550418,0.00001068687,0.0008772887,0.03799916,0.0003349575,0.004700432,0.05078248,0.903778,0.00002873596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08024053,0.001551766,0.0436639,0.006245332,0.0005341459,0.0001140824,0.0001229386,0.0005900942,0.8669372],"genre_scores_gemma":[0.7479141,0.002169336,0.03040271,0.0009286606,0.0001398551,0.0001058325,0.0001218699,0.0003772994,0.2178403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02194713,"threshold_uncertainty_score":0.07342041,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09917700199183577,"score_gpt":0.3527692777563344,"score_spread":0.2535922757644986,"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."}}