{"id":"W7084401142","doi":"10.5281/zenodo.17246606","title":"ltelab/disdrodb: v0.2.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Summit Pacific College","funders":"","keywords":"Process (computing); Disdrometer; Work (physics); Core (optical fiber)","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":[0.002131717,0.00217571,0.0008700863,0.002558984,0.000563983,0.002489118,0.002939233,0.001050984,0.09624702],"category_scores_gemma":[0.004708958,0.001567301,0.001076803,0.002301469,0.0004942922,0.00197551,0.001914791,0.001599199,0.1277093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180693,"about_ca_system_score_gemma":0.001710192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008761599,"about_ca_topic_score_gemma":0.007622173,"domain_scores_codex":[0.9985421,0.0001842441,0.0001183254,0.0002226286,0.0006657184,0.000266973],"domain_scores_gemma":[0.9977334,0.0003582978,0.0001900175,0.0007815044,0.0007652713,0.0001714759],"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":[0.0004881361,0.0000604349,0.001891351,0.0004626562,0.0001206382,0.0001282439,0.0001821462,0.003982185,0.01129395,0.007094976,0.9059421,0.06835312],"study_design_scores_gemma":[0.0002687651,0.00008058365,0.003345907,0.0001171978,0.00007221392,0.0002869677,0.00005967483,0.02571149,0.05112736,0.00930136,0.9094347,0.0001937616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002389863,0.0001965888,0.1685272,0.0001901815,0.0001554929,0.0001805942,0.0912547,0.7125818,0.0245236],"genre_scores_gemma":[0.0385106,0.0003592166,0.1289615,0.0009370533,0.0001853182,0.0008216734,0.4328427,0.3563692,0.04101273],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09624702,"threshold_uncertainty_score":0.3219783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08196169949218697,"score_gpt":0.3289467047396673,"score_spread":0.2469850052474803,"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."}}