{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003538031,0.001783518,0.001392405,0.003161353,0.001768459,0.004073133,0.004600733,0.001685411,0.08243217],"category_scores_gemma":[0.01025876,0.001251024,0.00166701,0.002652166,0.0007112571,0.004528572,0.006112483,0.002897802,0.05204386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392195,"about_ca_system_score_gemma":0.003068321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004497073,"about_ca_topic_score_gemma":0.004558895,"domain_scores_codex":[0.9974939,0.0006240457,0.0001915883,0.0004659266,0.0009192055,0.0003053879],"domain_scores_gemma":[0.9963138,0.001151075,0.0001686808,0.0009030228,0.001053566,0.0004098762],"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":[0.0006680094,0.0001602151,0.00142566,0.001322121,0.0001957329,0.0003710977,0.0007698213,0.007112561,0.003834748,0.05831125,0.8090076,0.1168211],"study_design_scores_gemma":[0.0002650695,0.00008272938,0.0006062203,0.000207543,0.00005238173,0.0003774115,0.0002468864,0.03629423,0.006151745,0.04084145,0.9146994,0.0001749698],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"methods","genre_scores_codex":[0.003383583,0.000668958,0.4304051,0.0009304748,0.0005981781,0.001135679,0.03285694,0.4820404,0.04798068],"genre_scores_gemma":[0.07693282,0.001390298,0.4887389,0.001558599,0.0003756918,0.004862224,0.1738511,0.1797954,0.07249493],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.08243217,"threshold_uncertainty_score":0.2757631,"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."}}