{"id":"W4394358520","doi":"10.6084/m9.figshare.21431910.v1","title":"WSB and BT Models","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001440729,0.003375355,0.001148029,0.003563039,0.0009068884,0.002475419,0.004965467,0.002811377,0.03641982],"category_scores_gemma":[0.008165983,0.0008233865,0.003376537,0.00574086,0.0004891931,0.002305847,0.00160599,0.0031805,0.02739317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002677995,"about_ca_system_score_gemma":0.002683601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04179312,"about_ca_topic_score_gemma":0.07422693,"domain_scores_codex":[0.9986779,0.0003095343,0.0001402191,0.0004199309,0.0003008174,0.0001515377],"domain_scores_gemma":[0.9976922,0.0008633975,0.0001112966,0.0006872694,0.0004567138,0.0001890732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002297319,0.0002825568,0.002270641,0.001116804,0.0001651103,0.00008299877,0.00003695757,0.01916151,0.0002934824,0.003220837,0.9528735,0.0202658],"study_design_scores_gemma":[0.0007355167,0.0002573725,0.007410197,0.0006009178,0.0001340672,0.0004056706,0.0002671212,0.1398783,0.001203576,0.01307795,0.8359361,0.00009319707],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005190782,0.0007558646,0.003747515,0.001034696,0.0003145909,0.0002197625,0.9763145,0.005434223,0.006988019],"genre_scores_gemma":[0.004755338,0.0002701148,0.005552601,0.0002496603,0.00002411523,0.0002802414,0.9867937,0.0002219834,0.001852274],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04179312,"threshold_uncertainty_score":0.1218364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08366299214437711,"score_gpt":0.3243796455583279,"score_spread":0.2407166534139508,"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."}}