{"id":"W7015543589","doi":"","title":"Spark Annual Report, 2020-21","year":2021,"lang":"en","type":"report","venue":"MacSphere (McMaster University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; McMaster University","keywords":"SPARK (programming language); Work (physics); Spark discharge","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.00205491,0.001421745,0.000858559,0.001925482,0.001983348,0.005003013,0.002249748,0.003451437,0.2033562],"category_scores_gemma":[0.004104016,0.0006101165,0.0008033606,0.001872264,0.0004028351,0.00186208,0.00177013,0.002044186,0.2418658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004620906,"about_ca_system_score_gemma":0.03114522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1837018,"about_ca_topic_score_gemma":0.254482,"domain_scores_codex":[0.9978479,0.00009192569,0.00006469544,0.0001110893,0.001520131,0.0003642204],"domain_scores_gemma":[0.9973148,0.0001143425,0.00006570539,0.00007574249,0.001829847,0.0005995492],"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":[0.00002824438,0.00001387529,0.00004710188,0.00002143517,0.000001225748,0.000005128094,0.000003182327,0.00002651147,0.00003029507,0.0005135428,0.99705,0.002259372],"study_design_scores_gemma":[0.00002591559,0.00001883164,0.000973711,0.00002766005,0.000004992434,0.000008671103,0.00003956811,0.00007056422,0.0001663319,0.0004728318,0.9981833,0.000007449183],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001458527,0.001452683,0.001089591,0.01017067,0.007211699,0.0007500944,0.221886,0.002430944,0.7535497],"genre_scores_gemma":[0.001850884,0.0007058624,0.0007076874,0.002021067,0.0003098178,0.0003059967,0.05365602,0.000592249,0.9398504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2033562,"threshold_uncertainty_score":0.6802944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02270637125259364,"score_gpt":0.2335738366814633,"score_spread":0.2108674654288696,"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."}}