{"id":"W7056112872","doi":"","title":"The Dissertation Register","year":2020,"lang":"en","type":"article","venue":"Érudit documents and data repository (Érudit Consortium, University of Montreal)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Register (sociolinguistics); Field (mathematics); National archives; Check-in","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.03179338,0.0009482242,0.003090284,0.02540585,0.01063878,0.02307204,0.004627539,0.003398577,0.3391189],"category_scores_gemma":[0.1514147,0.001364419,0.001019028,0.03272549,0.002225857,0.007456944,0.005336891,0.004739791,0.3860672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01968456,"about_ca_system_score_gemma":0.1160573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08299176,"about_ca_topic_score_gemma":0.07921933,"domain_scores_codex":[0.9720233,0.003040981,0.004802506,0.002138271,0.01555307,0.002441799],"domain_scores_gemma":[0.7347772,0.01601692,0.009011568,0.02968155,0.1915251,0.01898761],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003175449,0.00001571449,0.000197304,0.0002836137,0.000003045111,0.00002119119,0.0001571941,0.00001592631,0.00006271359,0.004007987,0.954801,0.0404025],"study_design_scores_gemma":[0.000006514429,0.000003758964,0.0004476742,0.0002239634,0.000002210425,0.00001290893,0.0001139563,0.00001041623,0.00003203479,0.000263288,0.9988754,0.000007841222],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002563846,0.00990403,0.002588858,0.03800096,0.02082303,0.004980759,0.1684571,0.00485466,0.7478269],"genre_scores_gemma":[0.009140712,0.01450617,0.005914049,0.004823395,0.004236709,0.004950978,0.1140136,0.003327404,0.839087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3391189,"threshold_uncertainty_score":0.9426667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01362387009466149,"score_gpt":0.2421466065869158,"score_spread":0.2285227364922544,"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."}}