{"id":"W6931327729","doi":"10.5281/zenodo.6020266","title":"Lux Plus Limo","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Traffic and Road Safety","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renting; Aviation; Unit (ring theory); Sound (geography); Key (lock)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005776814,0.001525988,0.0008417832,0.002425586,0.001925619,0.005025213,0.001373059,0.001933909,0.8751069],"category_scores_gemma":[0.001646772,0.0006599985,0.0008305316,0.001908498,0.000585384,0.002784167,0.003524235,0.001388645,0.7869228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239843,"about_ca_system_score_gemma":0.001534774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003506235,"about_ca_topic_score_gemma":0.006792701,"domain_scores_codex":[0.9991955,0.0000551936,0.00002904725,0.0001855302,0.0004201032,0.0001146078],"domain_scores_gemma":[0.9991072,0.00008370412,0.00004484932,0.0001754421,0.0002983346,0.0002903817],"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":[0.0001773925,0.00007131521,0.0002503264,0.0002762149,0.000007783339,0.0001972991,0.00008439599,0.0001004396,0.001972887,0.007343047,0.8411791,0.1483398],"study_design_scores_gemma":[0.00001071498,0.00002172261,0.0002494418,0.00002907754,0.000002207554,0.0001311184,0.00002854735,0.00004684924,0.0002629272,0.0004777333,0.9987332,0.000006455894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005858531,0.0007215355,0.001371452,0.0006720889,0.0006241967,0.00006151313,0.001727692,0.004726281,0.9895093],"genre_scores_gemma":[0.001748802,0.0004658311,0.0006093441,0.0002672265,0.0001210951,0.00003419602,0.001608968,0.001326854,0.9938177],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8751069,"threshold_uncertainty_score":0.1781449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02105631055797002,"score_gpt":0.200392507134725,"score_spread":0.179336196576755,"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."}}