{"id":"W6893856825","doi":"10.5281/zenodo.4785193","title":"MS.43 -Marketplace - beta release","year":2020,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canarie","funders":"European Commission","keywords":"Set (abstract data type); Open source; Work (physics); Core (optical fiber); Open data; Common core","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01065069,0.001236902,0.0007727403,0.002595453,0.001774628,0.008968545,0.002961246,0.003152341,0.2776342],"category_scores_gemma":[0.0221574,0.001204816,0.0007751816,0.001826667,0.0009658851,0.007285901,0.004338246,0.002736449,0.3255178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00263245,"about_ca_system_score_gemma":0.005004606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008470573,"about_ca_topic_score_gemma":0.00615944,"domain_scores_codex":[0.9914056,0.001045225,0.0003759222,0.0006445624,0.005662995,0.0008657023],"domain_scores_gemma":[0.9828351,0.001931928,0.0009907017,0.003781081,0.008610219,0.001850939],"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":[0.0004268866,0.0001427682,0.0004298107,0.0002356067,0.00001296541,0.0001436031,0.0002933154,0.0002848675,0.002862111,0.01662681,0.9329671,0.04557413],"study_design_scores_gemma":[0.00004813472,0.00008403223,0.0004075042,0.00005915519,0.0000037777,0.00005194776,0.00005700727,0.000246269,0.001554359,0.001631631,0.9958313,0.00002480737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00704145,0.0007841738,0.0412775,0.006916839,0.005034717,0.001923516,0.05342289,0.1150427,0.7685562],"genre_scores_gemma":[0.02096227,0.0005771908,0.01828494,0.003007609,0.001527211,0.001820821,0.07903491,0.0354075,0.8393775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7223658,"threshold_uncertainty_score":0.9287789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453459460445668,"score_gpt":0.2831579325513477,"score_spread":0.1986233379468911,"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."}}