{"id":"W6949337118","doi":"10.5281/zenodo.13889792","title":"KasukabeDefenceForce/tardis: Release new","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Diffusion; Component (thermodynamics); Action (physics); Radiative transfer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002903372,0.0004262588,0.0003575875,0.0003094721,0.0006265425,0.001273917,0.002117601,0.0004360023,0.384026],"category_scores_gemma":[0.0006911629,0.0004552721,0.0001833114,0.0004799147,0.0002305288,0.00008447029,0.002180218,0.001196671,0.09643326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003699898,"about_ca_system_score_gemma":0.00002779821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001512749,"about_ca_topic_score_gemma":0.000002085524,"domain_scores_codex":[0.9969335,0.00008223021,0.0003489009,0.001020107,0.0008644017,0.0007509096],"domain_scores_gemma":[0.997665,0.00001473601,0.0001663647,0.001334693,0.0002050394,0.0006141049],"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":[0.00002275117,0.0000565808,2.113171e-7,0.001012281,0.0001843271,0.0001254739,0.0002540636,0.000003080125,0.003495922,0.0009289908,0.9606816,0.03323473],"study_design_scores_gemma":[0.000381139,0.00003822083,4.297964e-7,0.0004841597,0.00005723101,0.0001769269,0.0001422201,0.00006277874,0.001510861,0.0004579885,0.9962408,0.0004472795],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003050555,0.001461558,0.0002503025,0.0005642162,0.0001420201,0.0002296266,0.0008934924,0.0039507,0.9924776],"genre_scores_gemma":[0.001195746,0.0004455156,0.0002425907,0.0000644198,0.001704274,8.303565e-8,0.00414991,0.01823258,0.9739649],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2875927,"threshold_uncertainty_score":0.9997899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02947434361146736,"score_gpt":0.2521593269304898,"score_spread":0.2226849833190225,"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."}}