{"id":"W7070302754","doi":"","title":"Otter Realm, Feb. 17, 2011","year":2011,"lang":"en","type":"article","venue":"Digital Commons - CSUMB (California State University, Monterey Bay)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Motley; Service (business); State (computer science); Agency (philosophy); Variety (cybernetics); Entertainment","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006422504,0.0002457984,0.0001776204,0.0001332202,0.0001590727,0.00006987758,0.0005063929,0.0001385244,0.0002240482],"category_scores_gemma":[0.00001249542,0.0002532832,0.0001652968,0.0001189107,0.0001454336,0.00003714463,0.0003895636,0.0001428517,0.0002470752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004812946,"about_ca_system_score_gemma":0.00005738978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001028561,"about_ca_topic_score_gemma":0.000332026,"domain_scores_codex":[0.9987446,0.00005781119,0.0002076212,0.0004837685,0.0001577829,0.0003484355],"domain_scores_gemma":[0.9988817,0.000008462728,0.0001306173,0.0006332874,0.000117435,0.0002285218],"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":[0.002874691,0.001533436,0.3276532,0.00007429685,0.0006508771,0.000227136,0.001023133,0.00003114421,0.04890612,0.000979221,0.5882463,0.02780044],"study_design_scores_gemma":[0.001346589,0.0003786921,0.03704481,0.00002853702,0.0000446855,0.00002024495,0.0005720017,0.00005548819,0.0145644,0.0004942283,0.9448085,0.0006418013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079374,0.0001249782,0.005485403,0.0003129259,0.0001867565,0.0002737803,0.001169113,0.00009495663,0.1844147],"genre_scores_gemma":[0.9817262,0.00009647349,0.0001823016,0.0002561052,0.00004552165,0.000002608458,0.0005316659,0.0000329152,0.01712625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3565622,"threshold_uncertainty_score":0.999992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260063191995344,"score_gpt":0.2064728161339239,"score_spread":0.1838721842139704,"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."}}