{"id":"W6959281007","doi":"10.7281/t1/bmathh/wlxpai","title":"07_A3.tar.018","year":2021,"lang":"en","type":"dataset","venue":"Research Data Repository, Duke University","topic":"Material Dynamics and Properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Process (computing); Object (grammar); Relation (database); Product (mathematics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002042276,0.0003186351,0.0004847971,0.0003142315,0.001192245,0.0009343231,0.005135408,0.0004363447,0.00171378],"category_scores_gemma":[0.0003236953,0.000312719,0.00007915682,0.0004035224,0.0005795895,0.0006841812,0.007837539,0.0008301379,0.0007926478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005152125,"about_ca_system_score_gemma":0.001189546,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02025705,"about_ca_topic_score_gemma":0.001363102,"domain_scores_codex":[0.9945776,0.00149841,0.000301978,0.00142168,0.0013938,0.0008064712],"domain_scores_gemma":[0.9940594,0.0002135617,0.0001628149,0.004667819,0.0005754803,0.0003208595],"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":[0.0001462379,0.0001121015,0.000006739709,0.0003297969,0.00003652312,0.001951251,0.00001632908,0.000001945321,0.02323904,0.00007527384,0.9740466,0.00003815575],"study_design_scores_gemma":[0.0002085853,0.00008157042,0.00002764828,0.0001846622,0.00005079549,0.00006004478,0.0001715882,0.00008273328,0.003131706,0.00001011593,0.9956383,0.0003522111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003764556,0.0003486474,0.00001082178,0.000137309,0.001933129,0.0002893685,0.9914749,0.00006030428,0.001981007],"genre_scores_gemma":[0.0002987576,0.00115116,0.0002679653,0.00002224298,0.0006643344,0.000001353974,0.9894327,0.00002355827,0.008137953],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02159174,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1374382872419937,"score_gpt":0.3405839218742098,"score_spread":0.203145634632216,"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."}}