{"id":"W6906397824","doi":"10.17605/osf.io/mgzq7","title":"Data (Public)","year":2018,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.002784878,0.003091082,0.002558183,0.008331593,0.001659701,0.007830427,0.003539465,0.003398337,0.7796053],"category_scores_gemma":[0.02463535,0.001957774,0.002235267,0.00808139,0.001017439,0.005708364,0.005434806,0.003754272,0.8200765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952546,"about_ca_system_score_gemma":0.003777437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008647873,"about_ca_topic_score_gemma":0.00713179,"domain_scores_codex":[0.9973259,0.0003055017,0.0003282613,0.0007047044,0.0008512193,0.0004843949],"domain_scores_gemma":[0.9876244,0.003663237,0.0006292274,0.004424678,0.002442724,0.001215776],"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":[0.00009249652,0.00002681917,0.0003556777,0.0003668118,0.00002361444,0.00001724425,0.00003747787,0.00009997415,0.000198325,0.0007701236,0.994412,0.003599487],"study_design_scores_gemma":[0.0002789688,0.00001931462,0.001124446,0.0002613536,0.00003268791,0.00003815359,0.00007148711,0.0002691571,0.001029762,0.004868907,0.9919384,0.00006728979],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001341742,0.00004398634,0.0005164473,0.0002871754,0.0002346877,0.00004335315,0.9782577,0.01087632,0.009606181],"genre_scores_gemma":[0.001531023,0.0001346478,0.00141291,0.0003952759,0.0001156882,0.0002676777,0.970028,0.01029257,0.01582217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2203947,"threshold_uncertainty_score":0.3143662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05889282594237805,"score_gpt":0.308591995605622,"score_spread":0.249699169663244,"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."}}