{"id":"W6964008991","doi":"10.25446/oxford.25012994","title":"4520: Orilux Torch","year":2024,"lang":"en","type":"other","venue":"University of Oxford","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; Torch; Field (mathematics); Table (database)","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":[0.000790015,0.001199043,0.0007989541,0.002195151,0.003760762,0.005633635,0.001396382,0.002071338,0.9152839],"category_scores_gemma":[0.003438398,0.0007338931,0.0004217082,0.001764844,0.000726892,0.002992146,0.003279183,0.002386982,0.8842197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384209,"about_ca_system_score_gemma":0.003210907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02563961,"about_ca_topic_score_gemma":0.05065078,"domain_scores_codex":[0.9990465,0.00006683405,0.00003665045,0.0001522958,0.0004834057,0.0002142256],"domain_scores_gemma":[0.9977438,0.0001077771,0.00007305484,0.0002459089,0.001103549,0.0007259332],"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":[0.00003789556,0.00001078891,0.00007553255,0.00003172065,7.724717e-7,0.00003178637,0.00002124034,0.00001448638,0.00006749103,0.001231973,0.9834782,0.01499822],"study_design_scores_gemma":[0.000007259889,0.000009187666,0.0002522845,0.00002390069,5.72099e-7,0.00003062631,0.00003191048,0.00001969566,0.00004513418,0.00018588,0.9993891,0.00000441958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002069323,0.0001916368,0.0001383941,0.00049362,0.0007478584,0.00005133847,0.003409622,0.001113436,0.9936472],"genre_scores_gemma":[0.0007170768,0.0000607565,0.00004974156,0.0001477726,0.00008399002,0.0000195246,0.001237437,0.0004182331,0.9972656],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9152839,"threshold_uncertainty_score":0.1208372,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254831681851716,"score_gpt":0.2117379392556349,"score_spread":0.1991896224371178,"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."}}