{"id":"W4243586645","doi":"10.1177/1365712719874633","title":"Noticeboard","year":2019,"lang":"en","type":"article","venue":"The International Journal of Evidence & Proof","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science","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":[0.003778851,0.001109517,0.0009036986,0.002987702,0.002600841,0.008168316,0.001988594,0.003803975,0.8441926],"category_scores_gemma":[0.03686021,0.0006377997,0.0008152241,0.001765732,0.0007911655,0.004543029,0.004067933,0.004176937,0.6349397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001566951,"about_ca_system_score_gemma":0.003951562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004349395,"about_ca_topic_score_gemma":0.007195631,"domain_scores_codex":[0.9961962,0.0006365214,0.0002109414,0.0004095843,0.002097238,0.0004496748],"domain_scores_gemma":[0.9795929,0.00547396,0.0008388843,0.002877606,0.008010654,0.003205876],"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":[0.00003544986,0.00001211564,0.00003675096,0.00004306361,9.401947e-7,0.00002092286,0.00002459479,0.000009311515,0.00007093518,0.00135707,0.9782012,0.02018769],"study_design_scores_gemma":[0.00001024917,0.000006306022,0.00009646401,0.00003069129,0.000001146928,0.00001636751,0.0000393563,0.00002085158,0.00006079698,0.00091281,0.9988003,0.000004633316],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000590333,0.0006987916,0.00330314,0.01893373,0.02925639,0.0005301432,0.008861758,0.006904365,0.9309213],"genre_scores_gemma":[0.002621451,0.0003490334,0.001030902,0.004755661,0.00333859,0.0001772605,0.003401897,0.00170034,0.9826249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1558074,"threshold_uncertainty_score":0.2222402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1154802471381608,"score_gpt":0.3659320149913201,"score_spread":0.2504517678531593,"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."}}