{"id":"W6901939173","doi":"10.6084/m9.figshare.2065467","title":"Baum_CCFFR_Stevenson_Jan2016.pdf","year":2016,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Product (mathematics)","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":["insufficient_payload"],"category_scores_codex":[0.0009520256,0.001000524,0.0004826042,0.001693206,0.002424508,0.007805837,0.001162244,0.002200842,0.7883432],"category_scores_gemma":[0.003490493,0.0004538377,0.0004018946,0.001625425,0.001089776,0.004820924,0.003609515,0.002547098,0.6676426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004046044,"about_ca_system_score_gemma":0.004915814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02832921,"about_ca_topic_score_gemma":0.08912464,"domain_scores_codex":[0.9992985,0.00005065298,0.0000222234,0.00008943567,0.0003678334,0.0001712618],"domain_scores_gemma":[0.9980125,0.0002004216,0.00005901506,0.0002020325,0.0005842118,0.0009417913],"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":[0.00001189576,0.00001329589,0.00004377815,0.00003403744,7.233929e-7,0.00002120762,0.00003033862,0.00003007145,0.00005568776,0.004206942,0.9586875,0.0368645],"study_design_scores_gemma":[0.00000313085,0.000002668436,0.0001650854,0.00009172242,7.802486e-7,0.00003360756,0.0000472297,0.00004056885,0.0001241111,0.001565428,0.9979201,0.000005552976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002118448,0.0009574809,0.000600789,0.002665084,0.001539323,0.00002744461,0.002560184,0.001464514,0.9899733],"genre_scores_gemma":[0.001343339,0.0006787144,0.0002823671,0.0003644707,0.0002071164,0.0000180139,0.000985646,0.0007672911,0.995353],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2116568,"threshold_uncertainty_score":0.3019027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583726635998893,"score_gpt":0.3332628053311126,"score_spread":0.2974255389711237,"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."}}