{"id":"W6931559272","doi":"10.5281/zenodo.823172","title":"opesci/devito: Devito-3.0.2","year":2017,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Blocking (statistics); Component (thermodynamics); Interface (matter); Loop (graph theory); Control theory (sociology)","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":[0.002447318,0.004061378,0.001661647,0.002754611,0.000986816,0.004200492,0.006711364,0.002798899,0.4742628],"category_scores_gemma":[0.01024329,0.00296297,0.002284566,0.001274151,0.001212354,0.00577883,0.00500668,0.004681,0.4128248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472591,"about_ca_system_score_gemma":0.001967827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002423277,"about_ca_topic_score_gemma":0.002636784,"domain_scores_codex":[0.9981478,0.0001964627,0.0001369559,0.0003714262,0.0008819075,0.0002653832],"domain_scores_gemma":[0.9954997,0.0007400411,0.0002050255,0.001615489,0.001622361,0.0003173019],"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":[0.0004209773,0.0001033906,0.0006126469,0.0008519642,0.00007692499,0.0001903455,0.0001615167,0.001281762,0.005864839,0.007901685,0.8977883,0.08474568],"study_design_scores_gemma":[0.0002181914,0.00006867636,0.0004715857,0.0002258926,0.00004860938,0.0003265233,0.00004112822,0.00402607,0.01996374,0.006531648,0.9679345,0.00014351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001145386,0.0003024183,0.08105811,0.0004535244,0.000770077,0.0002958274,0.01606998,0.8219782,0.07792652],"genre_scores_gemma":[0.01341353,0.000383493,0.06130071,0.0008409759,0.000223272,0.0006397163,0.03677484,0.7652159,0.1212076],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4742628,"threshold_uncertainty_score":0.7499003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04681147412471761,"score_gpt":0.27508602648641,"score_spread":0.2282745523616923,"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."}}