{"id":"W7012454607","doi":"","title":"Machine Languages","year":2005,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Composition (language); Open source; Soundscape","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":[0.002003624,0.001922156,0.001049026,0.003877682,0.001132617,0.005421754,0.003507975,0.00150706,0.1139156],"category_scores_gemma":[0.00742153,0.001260761,0.001763705,0.00547542,0.0008002528,0.008607788,0.003646546,0.0028488,0.1186938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001334447,"about_ca_system_score_gemma":0.001846649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003232686,"about_ca_topic_score_gemma":0.005273907,"domain_scores_codex":[0.9966739,0.0006117148,0.0005477692,0.0007337257,0.001198553,0.0002343483],"domain_scores_gemma":[0.9961844,0.001148439,0.000173646,0.001484597,0.0008237855,0.0001851208],"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":[0.00008096181,0.00005481856,0.0003534136,0.0007386468,0.00005538202,0.0001152466,0.0001349286,0.001152168,0.001485756,0.04344703,0.743012,0.2093696],"study_design_scores_gemma":[0.00003701356,0.00001637219,0.000281172,0.0001506197,0.00001407956,0.000236583,0.0000699076,0.004983853,0.002371228,0.03918618,0.9526259,0.00002712871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002808795,0.007334469,0.4116113,0.004200367,0.001696192,0.0008125058,0.1890922,0.170504,0.2119402],"genre_scores_gemma":[0.0359791,0.005978267,0.3315499,0.003619536,0.0007384184,0.001530561,0.4552501,0.02491229,0.1404419],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1139156,"threshold_uncertainty_score":0.3810856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004655655769180826,"score_gpt":0.198711649418561,"score_spread":0.1940559936493802,"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."}}