{"id":"W6945629122","doi":"10.25625/xn7lqy/n6pe3v","title":"data.txt","year":2021,"lang":"en","type":"dataset","venue":"Göttingen Research Online","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Process (computing); Identification (biology); 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":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.01240143,0.0007343478,0.00106381,0.001544952,0.00060603,0.0006345052,0.008983601,0.0008935014,0.01826885],"category_scores_gemma":[0.01660935,0.0007290158,0.0001731041,0.003357127,0.0007009578,0.0003466664,0.01500123,0.007039548,0.1126472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005816781,"about_ca_system_score_gemma":0.003537104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002306463,"about_ca_topic_score_gemma":0.01548539,"domain_scores_codex":[0.984852,0.002985632,0.001040785,0.002819605,0.005656288,0.002645672],"domain_scores_gemma":[0.9832777,0.001626857,0.0003389334,0.0118198,0.002137145,0.0007995708],"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":[0.00006649393,0.00111166,0.000006666663,0.0005103379,0.0003183758,0.001993693,0.00000688627,0.000001772824,0.0002453572,0.000002600287,0.9940156,0.001720588],"study_design_scores_gemma":[0.0005030563,0.0001002227,0.00003974786,0.0005043303,0.0001058972,0.00006106016,0.0001630511,0.000176061,0.00003727244,0.0000348106,0.9976232,0.0006512615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00008065961,0.003725186,9.144703e-7,0.0007635421,0.0004920997,0.0008397288,0.9934688,0.0001957788,0.0004333109],"genre_scores_gemma":[7.192844e-7,0.002391756,0.002397668,0.0001775004,0.005100044,0.00006977529,0.9864273,0.0003085294,0.00312673],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09437831,"threshold_uncertainty_score":0.9995161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5426608132458012,"score_gpt":0.5741891200273711,"score_spread":0.03152830678156993,"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."}}