{"id":"W6892073021","doi":"10.48660/22110067","title":"Poster Previews","year":2022,"lang":"en","type":"other","venue":"PIRSA","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Perimeter Institute","funders":"","keywords":"Focus (optics); Set (abstract data type); Perspective (graphical); Process (computing)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109453,0.001955605,0.001232028,0.002774461,0.002360232,0.005318964,0.001952682,0.002731418,0.94989],"category_scores_gemma":[0.003827184,0.0007268213,0.001688295,0.001132817,0.0006367994,0.002063555,0.003933015,0.002604203,0.9183225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002946,"about_ca_system_score_gemma":0.002598627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003700598,"about_ca_topic_score_gemma":0.01010842,"domain_scores_codex":[0.9992871,0.0001027803,0.0000234565,0.00009461599,0.0003426475,0.000149437],"domain_scores_gemma":[0.9980292,0.0002332312,0.00005668291,0.0001785902,0.0005586505,0.0009436114],"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":[0.00005333952,0.0000428421,0.00002649806,0.00007980893,0.000002851781,0.00002169118,0.000007637529,0.00002421495,0.00009049197,0.0004168039,0.9784031,0.02083079],"study_design_scores_gemma":[0.00005564611,0.00003022952,0.0001615935,0.0001036876,0.0000055895,0.00003000125,0.00002974945,0.00005700604,0.000145142,0.001091254,0.9982802,0.000009931309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002480162,0.0005688562,0.0007615665,0.001530372,0.005751973,0.0003956362,0.009586503,0.003799245,0.9773577],"genre_scores_gemma":[0.0007076309,0.0002957674,0.0004011808,0.000797637,0.0007890701,0.0001546842,0.003661662,0.001071488,0.9921209],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.94989,"threshold_uncertainty_score":0.07147574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0287200792537748,"score_gpt":0.2829875653224633,"score_spread":0.2542674860686885,"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."}}