{"id":"W6931445551","doi":"10.5281/zenodo.4264609","title":"ricoms/shiny_meta_analyzer 0.9.0","year":2020,"lang":"pt","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Work (physics); Context (archaeology); Process (computing); Data collection","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":[0.006903675,0.004744328,0.002352541,0.005354337,0.0007679346,0.007800802,0.004687143,0.002261641,0.08764639],"category_scores_gemma":[0.01711346,0.003770626,0.004040422,0.002929036,0.001019402,0.005892152,0.005141062,0.004282255,0.07055304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001554402,"about_ca_system_score_gemma":0.00364773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005235545,"about_ca_topic_score_gemma":0.005204231,"domain_scores_codex":[0.9958746,0.0008882652,0.0006311088,0.0009522904,0.001304814,0.0003489476],"domain_scores_gemma":[0.9940876,0.00192348,0.0004547058,0.002203693,0.001051486,0.0002790205],"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":[0.001838953,0.0001810207,0.002956843,0.005334931,0.001229534,0.0005341007,0.0008294313,0.00387536,0.01240364,0.03688164,0.7268894,0.207045],"study_design_scores_gemma":[0.0004145113,0.0001248163,0.001385359,0.0007254448,0.0004050459,0.0005208491,0.0001979488,0.01786516,0.02872968,0.03085844,0.9185271,0.0002456369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001084546,0.0005364133,0.1672643,0.0003753981,0.0002013506,0.0002429458,0.03595307,0.7823113,0.01203076],"genre_scores_gemma":[0.03262464,0.00124504,0.3536811,0.001093031,0.0002341565,0.001194272,0.1545502,0.4288968,0.02648074],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.08764639,"threshold_uncertainty_score":0.2932064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047186151748704,"score_gpt":0.2604594050707221,"score_spread":0.209987543553235,"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."}}