{"id":"W7070390483","doi":"","title":"CFI update","year":2018,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","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":"Session (web analytics); Federal budget; Foundation (evidence); Work (physics); Research program","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":[],"consensus_categories":[],"category_scores_codex":[0.01263402,0.001549018,0.001401428,0.01300074,0.00366383,0.007481841,0.00444276,0.008607602,0.2944415],"category_scores_gemma":[0.07679316,0.0006830338,0.001796232,0.008359781,0.001054731,0.006148812,0.00378116,0.005982944,0.1588715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00923779,"about_ca_system_score_gemma":0.02089841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07011116,"about_ca_topic_score_gemma":0.06848161,"domain_scores_codex":[0.9895591,0.001046165,0.0009916617,0.0006667392,0.006223254,0.001513243],"domain_scores_gemma":[0.9379577,0.007833148,0.002266446,0.003405153,0.04260631,0.005931244],"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":[0.00001772865,0.00001256448,0.000145859,0.00008755741,0.000001673192,0.00002083814,0.00001703951,0.00001711009,0.00002832968,0.0006937964,0.9743687,0.02458871],"study_design_scores_gemma":[0.000007729659,0.000008949015,0.0006083662,0.0003202662,0.000003650126,0.00005403807,0.00002131174,0.00002016717,0.0000468104,0.0003071672,0.9985926,0.000008888032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001245559,0.01390962,0.004058136,0.1282939,0.07218614,0.001999095,0.1091895,0.007705349,0.6614127],"genre_scores_gemma":[0.01230462,0.01913497,0.01230301,0.1031869,0.0219234,0.004108476,0.1773634,0.002773315,0.6469018],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2944415,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472616088886928,"score_gpt":0.2335661979757626,"score_spread":0.2188400370868934,"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."}}