{"id":"W7062408509","doi":"","title":"(Short Cuts) LaFlamme Wars","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observer (physics); Context (archaeology); Denunciation; Password","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":[0.001797874,0.001027137,0.0004535863,0.001382194,0.00692482,0.01082949,0.001241034,0.007934023,0.4464553],"category_scores_gemma":[0.008766988,0.0005746517,0.0006122742,0.001132652,0.001081534,0.005878708,0.005010382,0.004894348,0.2963422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005397223,"about_ca_system_score_gemma":0.003701041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02592761,"about_ca_topic_score_gemma":0.06967845,"domain_scores_codex":[0.997659,0.0003370304,0.00009636756,0.000321073,0.001082073,0.0005046012],"domain_scores_gemma":[0.9969503,0.0005669775,0.0001993017,0.0003879234,0.001122156,0.0007733643],"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":[0.000009362749,0.000004645602,0.0000256643,0.00002673173,5.967798e-7,0.00003115073,0.00007235624,0.000004593314,0.00004341136,0.002956043,0.9906909,0.006134502],"study_design_scores_gemma":[0.000001114594,0.000002521752,0.0001147938,0.00002044916,3.437429e-7,0.00001811873,0.00005736821,0.000002964266,0.00001818448,0.0001328565,0.9996297,0.000001623443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007224503,0.01056452,0.0005372725,0.05990549,0.02841173,0.0001743966,0.001804431,0.0006507089,0.897229],"genre_scores_gemma":[0.001773264,0.0008667186,0.0001015656,0.01043768,0.001968859,0.00006815582,0.0002655626,0.0001524162,0.9843658],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4464553,"threshold_uncertainty_score":0.7895643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004796718737978526,"score_gpt":0.1724248008436839,"score_spread":0.1676280821057054,"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."}}