{"id":"W7003932234","doi":"","title":"Oakwood","year":2018,"lang":"en","type":"article","venue":"Open PRAIRIE (South Dakota State University)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Center (category theory); Ogden; Performance art; Brother","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001748812,0.0001592797,0.0001577245,0.0001213396,0.0001949075,0.0001104295,0.0009580641,0.00008800118,0.000241561],"category_scores_gemma":[0.00004183699,0.0001755951,0.00008457072,0.0003377744,0.0002425305,0.0000270334,0.001127907,0.00008280248,0.0002150954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574813,"about_ca_system_score_gemma":0.0001118222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000129798,"about_ca_topic_score_gemma":0.0005148273,"domain_scores_codex":[0.9989233,0.0000858645,0.0001215758,0.0004972391,0.0001077512,0.000264277],"domain_scores_gemma":[0.9988879,0.000006029074,0.0001083975,0.0006811759,0.0001990688,0.0001174205],"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":[0.001504469,0.0004653932,0.02290645,0.00003292487,0.001046629,0.0003679706,0.001394141,0.00001387567,0.4473297,0.001826308,0.5056987,0.01741338],"study_design_scores_gemma":[0.0005024174,0.0002982156,0.0005610875,0.000007130219,0.00004740296,0.00000379943,0.0002573666,0.00001595694,0.1318125,0.0000580735,0.8661928,0.0002433035],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4185527,0.00004419289,0.01906939,0.0004426184,0.00006268497,0.0006083024,0.00006437746,0.00009616929,0.5610596],"genre_scores_gemma":[0.8606943,0.00004650771,0.003459528,0.0003947851,0.0001034188,0.000001241941,0.0001462151,0.00002982044,0.1351242],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4421417,"threshold_uncertainty_score":0.716056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120605565203341,"score_gpt":0.2465578105650714,"score_spread":0.235351754913038,"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."}}