{"id":"W6989061298","doi":"","title":"Achieving Sustainable Inter&amp;#8208;City Transport in Ireland","year":2011,"lang":"en","type":"other","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"","keywords":"Government (linguistics); Investment (military); Mode (computer interface); Sustainable transport; Preference; Irish; Mode choice","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001068803,0.001292504,0.002130618,0.009342742,0.0001370501,0.00003563107,0.003022497,0.003638932,0.003206917],"category_scores_gemma":[0.0006883628,0.001352079,0.0004163124,0.003865952,0.002406193,0.0007153481,0.0005985724,0.002576785,0.002012562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006054499,"about_ca_system_score_gemma":0.0006685941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005933779,"about_ca_topic_score_gemma":0.02240287,"domain_scores_codex":[0.9943745,0.00006964321,0.001585278,0.001663894,0.0005996785,0.001706972],"domain_scores_gemma":[0.9952889,0.00002837822,0.001418652,0.002783406,0.000274195,0.0002064542],"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":[0.0005935682,0.00245174,0.103217,0.003234329,0.001387724,0.002315079,0.0006666792,0.00004187703,0.002815008,0.1608161,0.7172644,0.005196561],"study_design_scores_gemma":[0.002111572,0.0001492985,0.0007905287,0.001973451,0.0002015129,0.00007991854,0.0002266191,0.000003490616,0.0007802857,0.002490915,0.9899467,0.0012457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1282716,0.004274478,0.001556236,0.0007395809,0.002624797,0.003294489,0.0006169311,0.00567071,0.8529512],"genre_scores_gemma":[0.3658791,0.0007114114,0.01639208,0.00007675472,0.000382186,0.0004897982,0.000633162,0.00260961,0.6128259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2726823,"threshold_uncertainty_score":0.9999827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02165236460900293,"score_gpt":0.2539068770601507,"score_spread":0.2322545124511478,"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."}}