{"id":"W4412627825","doi":"10.59350/06v39-5c076","title":"SFU Sprint Report #4: Crossref Integration","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sprint; Computer science; Software engineering","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.05995039,0.00150089,0.0009575356,0.005268704,0.005176029,0.01310797,0.002913425,0.003162332,0.07476084],"category_scores_gemma":[0.05113745,0.001511014,0.001400161,0.005226171,0.001155238,0.01085413,0.009947067,0.004786416,0.06764698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004056056,"about_ca_system_score_gemma":0.01562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05737456,"about_ca_topic_score_gemma":0.05249844,"domain_scores_codex":[0.9686295,0.005384549,0.002640032,0.002957073,0.01649626,0.003892597],"domain_scores_gemma":[0.8926407,0.009579065,0.002736858,0.02638989,0.0579225,0.01073096],"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":[0.0004935595,0.0006952132,0.009447873,0.0004227899,0.0000651538,0.000352916,0.003543687,0.0002246806,0.01165574,0.007023172,0.8221993,0.1438759],"study_design_scores_gemma":[0.00004886595,0.0001423204,0.006522983,0.0001930444,0.00003204625,0.0001897314,0.0009707641,0.0004877723,0.01027859,0.0009013966,0.9801619,0.00007052518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1048015,0.004512285,0.1513092,0.038148,0.01335712,0.005172433,0.1053375,0.1054642,0.4718978],"genre_scores_gemma":[0.08658202,0.001998425,0.1490209,0.009028506,0.001816741,0.001868456,0.2067154,0.04389331,0.4990763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.986892,"threshold_uncertainty_score":0.3170518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1593425329466954,"score_gpt":0.4631977217301057,"score_spread":0.3038551887834103,"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."}}