{"id":"W4392043647","doi":"10.5040/9798400623172.0012","title":"References","year":2009,"lang":"en","type":"other","venue":"Cancer","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001044707,0.000751077,0.0008465593,0.004311215,0.001175138,0.002020385,0.001718331,0.001764433,0.4161321],"category_scores_gemma":[0.009558261,0.0002267349,0.0009199143,0.003219234,0.0004672962,0.001573591,0.001367423,0.002112386,0.2965425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240123,"about_ca_system_score_gemma":0.003695238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01559242,"about_ca_topic_score_gemma":0.01938621,"domain_scores_codex":[0.9987907,0.0001806998,0.0001006889,0.0001642345,0.0006455226,0.0001180907],"domain_scores_gemma":[0.9968079,0.0005488712,0.000142243,0.0001791253,0.002012275,0.0003096313],"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":[0.0000089368,0.000007613218,0.0001098815,0.0001993303,0.000001999369,0.00006795223,0.0000242123,0.00002342166,0.0000237593,0.001089922,0.9618492,0.03659376],"study_design_scores_gemma":[0.000002611787,0.000002994292,0.0002104747,0.0003817093,0.000002533141,0.0002009581,0.00002779635,0.000006037156,0.00001775997,0.0004965631,0.9986474,0.000003341846],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008210483,0.1512542,0.003259891,0.06056839,0.06195525,0.0004706189,0.04209619,0.001427692,0.6781468],"genre_scores_gemma":[0.007823583,0.1401756,0.005506943,0.03343007,0.01354677,0.0004673156,0.04836155,0.001207543,0.7494806],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5838679,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075946185897753,"score_gpt":0.340469192363179,"score_spread":0.2997097305042014,"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."}}