{"id":"W6977690698","doi":"10.7281/t1/bmathh/ocemmi","title":"07_A3.tar.004","year":2021,"lang":"en","type":"dataset","venue":"Research Data Repository, Duke University","topic":"","field":"","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","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science"],"category_scores_codex":[0.004469454,0.000796165,0.001045606,0.002594403,0.002442613,0.0009334501,0.0138984,0.001176185,0.0008353554],"category_scores_gemma":[0.001899562,0.0009577133,0.0002765334,0.004123739,0.001490778,0.001930078,0.02066487,0.005154647,0.009246646],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004491108,"about_ca_system_score_gemma":0.005480179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02116382,"about_ca_topic_score_gemma":0.00351126,"domain_scores_codex":[0.9840711,0.004878266,0.0005516977,0.003611655,0.004824069,0.002063263],"domain_scores_gemma":[0.9792744,0.00103294,0.0004035771,0.01624511,0.001881126,0.001162832],"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":[0.0003366334,0.0006328155,0.0000722251,0.0003887275,0.000538216,0.02352035,0.00002027796,0.000003187901,0.0007902025,0.00008755524,0.9735441,0.00006569262],"study_design_scores_gemma":[0.0008780747,0.000113544,0.0002168139,0.0004103788,0.0003051675,0.0003422776,0.0005579491,0.00005250564,0.0002462399,0.00000496179,0.9959964,0.0008757131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001871384,0.0008343456,0.000008467204,0.0001540573,0.001002132,0.0007981149,0.9882568,0.0002317707,0.008527162],"genre_scores_gemma":[0.00004634571,0.001219367,0.0002798911,0.0000194236,0.001174432,0.000002085564,0.9770395,0.0001298826,0.02008913],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02317807,"threshold_uncertainty_score":0.9993305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.208660950784648,"score_gpt":0.3954486966524774,"score_spread":0.1867877458678295,"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."}}