{"id":"W7069003903","doi":"","title":"Interview No. 1549","year":2003,"lang":"en","type":"article","venue":"scholarworks - UTEP (The University of Texas at El Paso)","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Incentive; Work (physics); Begging; Child support; Congressman; Falling (accident); Quarter (Canadian coin)","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":[0.0003278953,0.0001164999,0.0001162766,0.00003377195,0.0002381067,0.00001333943,0.0004007095,0.0001504614,0.0007203087],"category_scores_gemma":[0.00008021563,0.0001030363,0.00012384,0.0001406602,0.0001326055,0.000009409704,0.0001939677,0.0001591068,0.0002728489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003480355,"about_ca_system_score_gemma":0.00005773918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008609479,"about_ca_topic_score_gemma":0.00002248993,"domain_scores_codex":[0.9990886,0.0002021001,0.0001116984,0.0002799649,0.0001364871,0.0001811354],"domain_scores_gemma":[0.9991001,0.00001069946,0.0001157321,0.0005416609,0.0001544422,0.00007739244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003428341,0.0002725511,0.01609681,0.00009548947,0.0002793479,0.000008593744,0.0002962307,0.0002017543,0.6365837,0.001687965,0.3255974,0.01853729],"study_design_scores_gemma":[0.0005040094,0.00006873554,0.008867625,0.0000369243,0.00003035679,0.00000503253,0.000230942,0.00001884537,0.03274311,0.00004896197,0.9573078,0.0001376753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.877613,0.006772718,0.01563886,0.002238738,0.001109796,0.0006206506,0.00002834974,0.00005221584,0.09592567],"genre_scores_gemma":[0.9732177,0.0009012125,0.0006406811,0.0004266843,0.00005943228,5.348938e-7,0.0000358067,0.00001303202,0.02470492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6317104,"threshold_uncertainty_score":0.7886875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281608372364426,"score_gpt":0.2217127065861396,"score_spread":0.2088966228624953,"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."}}