{"id":"W4394081635","doi":"10.6084/m9.figshare.23878644","title":"Data Canada Study 1","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002568805,0.001358967,0.00138562,0.007760107,0.004665592,0.003429883,0.003552644,0.001257054,0.1629938],"category_scores_gemma":[0.02021762,0.001140341,0.001120189,0.01860063,0.0008905873,0.001262632,0.002359203,0.002404465,0.04175082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02679304,"about_ca_system_score_gemma":0.1101098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9540557,"about_ca_topic_score_gemma":0.9685642,"domain_scores_codex":[0.9956446,0.0003669787,0.0004140906,0.0006511198,0.001912806,0.001010487],"domain_scores_gemma":[0.9778502,0.002066519,0.0009877979,0.001425665,0.01617903,0.001490761],"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":[0.00008991831,0.00004120571,0.004761567,0.0004373574,0.00002297164,0.00003724415,0.0003550725,0.0001197082,0.00006915723,0.001678629,0.9875427,0.004844382],"study_design_scores_gemma":[0.0001715124,0.0000226065,0.03940701,0.0005625411,0.00003090181,0.00003662776,0.001893208,0.0001549569,0.000196329,0.0009181341,0.9565403,0.00006579429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001034384,0.00004214649,0.0001045917,0.0001691401,0.00002755018,0.000363114,0.9950368,0.00005896268,0.003163181],"genre_scores_gemma":[0.00613928,0.0001770458,0.001725474,0.0003353375,0.00001967277,0.004958582,0.9700561,0.0001578245,0.01643071],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1629938,"threshold_uncertainty_score":0.5452687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.65019135127114,"score_gpt":0.5022475106843322,"score_spread":0.1479438405868079,"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."}}