{"id":"W6892539796","doi":"10.5281/zenodo.1080280","title":"meyda/meyda: v4.1.0","year":2017,"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":"Summit Pacific College","funders":"","keywords":"Feature (linguistics); Chord (peer-to-peer); Chromatic scale; Class (philosophy); Value (mathematics); Energy (signal processing)","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":[0.002079617,0.004323877,0.001913252,0.002015403,0.0009945845,0.004892307,0.007983409,0.002228495,0.3209542],"category_scores_gemma":[0.006303519,0.003320897,0.002954082,0.001574956,0.0008309013,0.005363288,0.006219562,0.003971917,0.433019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001691197,"about_ca_system_score_gemma":0.001559164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006214995,"about_ca_topic_score_gemma":0.005685516,"domain_scores_codex":[0.9988844,0.0001080222,0.00007812387,0.0002183118,0.0004764278,0.000234716],"domain_scores_gemma":[0.998896,0.000130964,0.00005709624,0.0004082246,0.0003576787,0.0001500517],"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":[0.0004478528,0.00004139215,0.0003086162,0.0003910427,0.00006449243,0.00008815953,0.0001056859,0.0006078484,0.002311174,0.002699254,0.9580979,0.0348366],"study_design_scores_gemma":[0.0003114978,0.00005336698,0.0004950755,0.0001348044,0.00003549908,0.0002269067,0.00004794587,0.005165311,0.01019998,0.005994111,0.9771803,0.0001550945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007166586,0.0004522852,0.04767183,0.0002190266,0.0003981529,0.0001507506,0.02763565,0.9045084,0.01824731],"genre_scores_gemma":[0.01353207,0.0006155238,0.05451806,0.0006902009,0.0001848106,0.0006069264,0.1399671,0.7251023,0.06478304],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3209542,"threshold_uncertainty_score":0.9685764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04641187729930535,"score_gpt":0.2685570417608737,"score_spread":0.2221451644615683,"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."}}