{"id":"W7063595666","doi":"","title":"Airscapes Vol. 1 - Andrew Lahiff","year":2010,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dream; George (robot); Style (visual arts); Gloom","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003496335,0.0003562901,0.0005542913,0.0003001241,0.000130062,0.0003207409,0.001087946,0.0005831348,0.8748537],"category_scores_gemma":[0.004069527,0.0002837968,0.000266005,0.00003523595,0.0002337542,5.16322e-7,0.0001307659,0.0003836054,0.06749642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003524803,"about_ca_system_score_gemma":0.00008744315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001793041,"about_ca_topic_score_gemma":0.006839661,"domain_scores_codex":[0.9946334,0.0002015775,0.001243607,0.0004449102,0.003126624,0.0003498862],"domain_scores_gemma":[0.9959964,0.0004230649,0.001311564,0.0009225792,0.001167351,0.0001790197],"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":[0.000036376,0.00003203957,0.000008866834,0.00004644944,0.00002615774,0.000002368496,0.0001232767,0.00006529687,0.000002511488,0.00004673046,0.9855824,0.01402753],"study_design_scores_gemma":[0.0004489979,0.00006411561,0.00002195382,0.00009997267,0.00004373995,0.00001091395,0.0001494882,0.0001031219,0.00002870889,0.0002092409,0.9985051,0.0003146454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006408249,0.0002371649,0.000002837321,0.0002683313,0.002702479,0.0005320079,0.0001150616,0.0001474621,0.9959306],"genre_scores_gemma":[0.0005723457,0.00004299201,0.0009206077,0.0002337699,0.0004174616,0.0000145512,0.0001248708,0.00007429357,0.9975991],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8073573,"threshold_uncertainty_score":0.9999614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03511260184836654,"score_gpt":0.2667854159079104,"score_spread":0.2316728140595439,"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."}}