{"id":"W6912374408","doi":"10.5281/zenodo.3471556","title":"Cluster Community System Tool","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Robotics and Automated Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Interface Biologics (Canada)","funders":"European Commission","keywords":"Cluster (spacecraft); Deliverable; Process (computing); Task (project management); Joint (building)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006231171,0.000107127,0.0001166503,0.0001094514,0.001781667,0.0005167442,0.000636559,0.00005835039,0.001501593],"category_scores_gemma":[0.00008785629,0.000110203,0.00003109473,0.0002810318,0.0000843706,0.0001340763,0.0004006543,0.0002469309,0.01439189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391701,"about_ca_system_score_gemma":8.147848e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001257693,"about_ca_topic_score_gemma":2.771775e-7,"domain_scores_codex":[0.9989355,0.0002822521,0.0002096932,0.000125315,0.0001850838,0.0002622226],"domain_scores_gemma":[0.9991267,0.00001560929,0.00003187461,0.0004649989,0.0002760029,0.00008483371],"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":[0.00005428322,0.0001436402,0.0000073542,0.00111576,0.0002105634,0.00001961383,0.006386039,0.007344299,0.02055976,0.01290869,0.8814267,0.0698233],"study_design_scores_gemma":[0.0003310779,0.0001635061,0.0002587525,0.00008870054,0.00000888095,0.0001244167,0.0006583831,0.07001965,0.0008744572,0.00002568826,0.9272503,0.0001962364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2164019,0.00007692915,0.04707885,0.0001442027,0.0008532447,0.000671954,0.0001639055,0.008958917,0.7256501],"genre_scores_gemma":[0.9980946,0.000006061087,0.0001761648,0.00003290855,0.0002125438,1.890337e-8,0.000225294,0.001001703,0.0002507615],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7816926,"threshold_uncertainty_score":0.9995179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02849292485427731,"score_gpt":0.2194207935044815,"score_spread":0.1909278686502042,"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."}}