{"id":"W3157736374","doi":"10.29173/eureka28756","title":"Featuring Michael Houghton","year":2021,"lang":"en","type":"article","venue":"Eureka","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0003250883,0.00005789178,0.0001357324,0.00003691187,0.0000418252,0.00000948992,0.00003465952,0.00006008039,0.0005971746],"category_scores_gemma":[0.01678953,0.00004561065,0.00003707862,0.0002282371,0.00002779806,0.00002933036,0.00003352828,0.0003250783,0.0003153663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005941875,"about_ca_system_score_gemma":0.00235192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001472565,"about_ca_topic_score_gemma":0.000008183408,"domain_scores_codex":[0.9987888,0.00003706012,0.0001014121,0.0001436096,0.0003875568,0.000541508],"domain_scores_gemma":[0.9969283,0.00007458811,0.00001185877,0.0001977075,0.0001209859,0.002666522],"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":[0.0002386476,0.0003750252,0.01292753,0.0009132536,0.00006261194,0.006359575,0.0007084988,4.908571e-7,0.05627043,0.0004905391,0.736171,0.1854824],"study_design_scores_gemma":[0.001082767,0.0001312167,0.03062739,0.0001885573,0.0000118419,0.0002382647,0.0000715171,0.00002214783,0.04090403,0.00005582,0.9266071,0.00005930556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7088609,0.005874384,0.0003141362,0.1833424,0.0005771496,0.0003347375,0.000006890935,0.0001423261,0.100547],"genre_scores_gemma":[0.9091249,0.00105079,0.002020569,0.03785606,0.001255719,0.0000103837,0.00004371391,0.0000289928,0.04860892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.200264,"threshold_uncertainty_score":0.9914925,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1314906486827804,"score_gpt":0.4213623454676654,"score_spread":0.2898716967848849,"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."}}