{"id":"W7057598466","doi":"","title":"Jennifer Marman and Daniel Borins","year":2013,"lang":"en","type":"article","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":"Exhibition; Articulation (sociology); Work (physics); Exposition (narrative); Order (exchange)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004721454,0.0002192315,0.0002574912,0.0005208154,0.001452602,0.0004870374,0.001510644,0.0001045436,0.001479629],"category_scores_gemma":[0.00001067926,0.0002526658,0.00008876448,0.0008536976,0.0005490226,0.0005395961,0.001684613,0.0007085033,0.0001976476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166843,"about_ca_system_score_gemma":0.0004173398,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02647638,"about_ca_topic_score_gemma":0.0002499571,"domain_scores_codex":[0.9972047,0.0005799464,0.0001542674,0.0006643858,0.0006671184,0.0007296276],"domain_scores_gemma":[0.9979702,0.0001783112,0.00007528915,0.0006245133,0.0005616342,0.0005900264],"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":[0.0000980695,0.0001836356,0.01813359,0.00001884771,0.00009037722,0.0001624249,0.0001961021,0.000001375848,0.005097659,0.9377487,0.02880807,0.00946119],"study_design_scores_gemma":[0.001708383,0.0002236172,0.02751631,0.00003667175,0.00003136113,0.000004195556,0.006673892,0.0004468709,0.000955493,0.0001267384,0.9619394,0.0003370467],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2199186,0.00001190427,0.00009699151,0.001059397,0.0000554434,0.0009645446,0.00001380824,0.00003119797,0.7778481],"genre_scores_gemma":[0.3694341,0.00002695631,0.0002081891,0.00001281528,0.00006615809,0.000001474954,0.00001312339,0.00001215353,0.630225],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.937622,"threshold_uncertainty_score":0.9999925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03015497580830791,"score_gpt":0.268587054902115,"score_spread":0.2384320790938071,"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."}}