{"id":"W7052484853","doi":"","title":"2021 Second Quarter Laboratory EDD","year":2022,"lang":"en","type":"article","venue":"Digital Commons - Montana Tech (Montana Tech of the University of Montana)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Period (music); Thursday; Window (computing)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003405944,0.000343324,0.0005617988,0.0003180061,0.0007358643,0.00005670566,0.002128121,0.00007726989,0.04901219],"category_scores_gemma":[0.00001718069,0.0003600215,0.0004723045,0.00110829,0.0003883168,0.0001898311,0.00186736,0.0007116445,0.00001808634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001614407,"about_ca_system_score_gemma":0.000313374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004691015,"about_ca_topic_score_gemma":0.005816676,"domain_scores_codex":[0.9972958,0.0001772854,0.0004531588,0.000501571,0.001052243,0.0005199632],"domain_scores_gemma":[0.997546,0.00015628,0.0004391869,0.00143176,0.0002385976,0.000188139],"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":[0.001172945,0.004473895,0.22715,0.0002446859,0.001905077,0.0004319139,0.003336825,0.0002435272,0.03744632,0.02043763,0.5253837,0.1777735],"study_design_scores_gemma":[0.004547328,0.001423489,0.06603159,0.0001479279,0.0003155885,0.00001501258,0.05941894,0.001223932,0.008163198,0.002195381,0.8550549,0.00146274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7035277,0.0002031158,0.0002954704,0.002109758,0.0001599131,0.0009318263,0.002633865,0.00006344746,0.2900749],"genre_scores_gemma":[0.9867955,0.000004205941,0.0001576509,0.00002771449,0.00002793321,0.000007488109,0.00005736412,0.00002775985,0.0128944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3296712,"threshold_uncertainty_score":0.9998852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005955952126688059,"score_gpt":0.1809009676732879,"score_spread":0.1749450155465999,"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."}}