{"id":"W6960157513","doi":"10.1371/journal.pone.0085295.t002","title":"Transportation Behaviors<sup>*</sup> by Quintiles of Walkability and its Components<sup>**</sup>.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Walkability; Christian ministry; Ministry of Transport; Public transport","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.000443353,0.001551982,0.00181516,0.0001453305,0.0005361891,0.0003214941,0.002081437,0.001445943,0.08642975],"category_scores_gemma":[0.001205754,0.0008809449,0.0007513415,0.0008729523,0.0002146631,0.0009129646,0.0004141871,0.000846497,0.001612903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002348549,"about_ca_system_score_gemma":0.0001779621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697664,"about_ca_topic_score_gemma":0.002855944,"domain_scores_codex":[0.992029,0.0005736421,0.001781664,0.002214276,0.001988569,0.001412887],"domain_scores_gemma":[0.9952785,0.0007628717,0.001085666,0.0007488878,0.0009450992,0.001178945],"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":[0.0002080203,0.001018449,0.0004513541,0.0008048207,0.0001208511,0.00006300657,0.0001255793,0.0000231898,0.01316185,0.000003800648,0.9821288,0.001890294],"study_design_scores_gemma":[0.000784301,0.0006915863,0.07490168,0.001979358,0.0004646899,0.00001761273,0.0001154449,0.0001066734,0.0008343683,0.00005134399,0.9183317,0.001721211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2256921,0.004790027,4.871714e-8,0.0001726755,0.0001493228,0.001486204,0.7674547,0.0001722248,0.00008272744],"genre_scores_gemma":[0.1506756,0.0003345578,0.00001318475,0.0001776038,0.0004627889,0.000471739,0.8475125,0.00002340168,0.0003286217],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08481685,"threshold_uncertainty_score":0.9998504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04045630586062919,"score_gpt":0.248771719790673,"score_spread":0.2083154139300438,"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."}}