{"id":"W6893683020","doi":"10.5281/zenodo.3568131","title":"caos21/Grodi: v1.0.1-paper","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Process (computing); Identification (biology); Work (physics)","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":[0.001163253,0.001621846,0.002315929,0.0008811766,0.001190949,0.002084757,0.004491959,0.002702397,0.1366749],"category_scores_gemma":[0.002609319,0.000852049,0.001322609,0.001492752,0.0006459333,0.001944768,0.002171768,0.002979984,0.04794808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216901,"about_ca_system_score_gemma":0.001746828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01051871,"about_ca_topic_score_gemma":0.01210925,"domain_scores_codex":[0.9993381,0.0001344659,0.00001778612,0.0000980785,0.0002629532,0.0001487156],"domain_scores_gemma":[0.9990809,0.0002029784,0.00005469813,0.0002179878,0.0002601007,0.0001833302],"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":[0.000438548,0.00015092,0.0008163743,0.0006817372,0.0002038654,0.0001803684,0.000144945,0.1306046,0.002683846,0.0415457,0.8072101,0.01533901],"study_design_scores_gemma":[0.0007694372,0.0001095608,0.0008113322,0.0001157928,0.00005417172,0.0000938243,0.00005944563,0.6272618,0.008402836,0.02686865,0.3353402,0.0001129208],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"software","genre_scores_codex":[0.03302046,0.001275119,0.1276406,0.004028326,0.003080242,0.0007425089,0.2232017,0.09962972,0.5073814],"genre_scores_gemma":[0.2903768,0.001023699,0.188375,0.001971359,0.0008045742,0.0034268,0.2066776,0.1488757,0.1584684],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1366749,"threshold_uncertainty_score":0.4572232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02911470959538037,"score_gpt":0.2418528966732187,"score_spread":0.2127381870778383,"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."}}