{"id":"W6931177012","doi":"10.5281/zenodo.3603192","title":"10.2 Innovative Research Services: The Library and Research Services Facilitating Open Science at Queen's University","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multisensory perception and integration","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Plan (archaeology); Session (web analytics); Publishing; Best practice; Strategic planning; Open data; Open research; Scholarly communication","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008129601,0.0004761488,0.0003870778,0.001453671,0.02106019,0.02812047,0.001996547,0.005138604,0.08164202],"category_scores_gemma":[0.008598117,0.0005789326,0.0008156259,0.003959277,0.006733872,0.00924116,0.01200505,0.00322746,0.01918581],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0186947,"about_ca_system_score_gemma":0.05122652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0629233,"about_ca_topic_score_gemma":0.1258772,"domain_scores_codex":[0.9884958,0.005697018,0.0003191335,0.0005499412,0.003289388,0.001648607],"domain_scores_gemma":[0.9886879,0.003726038,0.0005919739,0.001270808,0.001658573,0.004064669],"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":[0.000152818,0.0002787925,0.004480271,0.0009349435,0.00002147895,0.003564507,0.1199682,0.0004547838,0.002007682,0.3580976,0.3910036,0.1190353],"study_design_scores_gemma":[0.00000871813,0.00001859818,0.0005469195,0.00008217766,0.000004149277,0.0002549872,0.009282531,0.00009433206,0.0003037648,0.002692797,0.9866919,0.00001908811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0361485,0.00330185,0.01005897,0.0714903,0.001675532,0.0004002001,0.0007076726,0.002057656,0.8741593],"genre_scores_gemma":[0.3007989,0.004812364,0.02337433,0.01410311,0.0008727896,0.0006021275,0.0005195227,0.001239295,0.6536775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9980034,"threshold_uncertainty_score":0.2731197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1463016903991821,"score_gpt":0.3605566821716278,"score_spread":0.2142549917724457,"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."}}