{"id":"W6961300475","doi":"10.14288/1.0082424","title":"Nanaimo Courier","year":2015,"lang":"en","type":"article","venue":"Open Collections","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Production (economics); Work (physics); Investment (military); Key (lock)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243548,0.001417096,0.001112807,0.002158164,0.002442258,0.00402953,0.000946029,0.001430032,0.4391893],"category_scores_gemma":[0.00391421,0.000326579,0.0004461654,0.001326332,0.0006454656,0.002210931,0.002789597,0.002189502,0.3126989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101743,"about_ca_system_score_gemma":0.001396434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004068163,"about_ca_topic_score_gemma":0.005045956,"domain_scores_codex":[0.9985399,0.0001972316,0.00004112477,0.0004377308,0.0006347465,0.0001493942],"domain_scores_gemma":[0.9982114,0.0005385842,0.000107942,0.0001987362,0.0004620945,0.0004813393],"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":[0.000226915,0.00006384418,0.0007595135,0.0002347975,0.00002091912,0.0005235755,0.0002703182,0.0004148159,0.002415902,0.04202583,0.6291118,0.3239318],"study_design_scores_gemma":[0.00000494848,0.000006606199,0.0003028291,0.00002551822,0.000002407356,0.0001369619,0.00003835714,0.00006857373,0.0002421205,0.0008477574,0.9983188,0.000005193193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006025144,0.03515634,0.01353274,0.02700313,0.01547108,0.0001113535,0.00352419,0.004538829,0.8946372],"genre_scores_gemma":[0.009756341,0.006488129,0.002986507,0.001161079,0.001947093,0.00005961719,0.0007039486,0.0008079236,0.9760893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9959319,"threshold_uncertainty_score":0.7999283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0355104263024949,"score_gpt":0.3009340348778033,"score_spread":0.2654236085753084,"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."}}