{"id":"W6902178744","doi":"10.6084/m9.figshare.28672517.v2","title":"PR_AP_AST_DATA_FIG.csv","year":2025,"lang":"en","type":"dataset","venue":"OPAL (Open@LaTrobe) (La Trobe University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Air pollution; Air quality index; Perception; Outdoor activity; Air temperature","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001069236,0.001887844,0.001128269,0.002173293,0.0009918886,0.002680561,0.003537637,0.001807832,0.1218286],"category_scores_gemma":[0.006005983,0.0007118505,0.001160775,0.006221257,0.0005397748,0.001460011,0.00176017,0.002019406,0.1590931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552328,"about_ca_system_score_gemma":0.002408475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06140509,"about_ca_topic_score_gemma":0.08123767,"domain_scores_codex":[0.9990398,0.000166095,0.00008307833,0.0002726968,0.0002299899,0.0002082843],"domain_scores_gemma":[0.9972832,0.0007795013,0.0001993107,0.0006756628,0.0007527769,0.0003095557],"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":[0.00002259711,0.00001571364,0.0005616727,0.0001400307,0.00001042865,0.00000933538,0.00001451857,0.0002532488,0.00002511655,0.0002821762,0.9974954,0.0011698],"study_design_scores_gemma":[0.000219488,0.00002391531,0.004935164,0.0001634934,0.00002602871,0.00004159571,0.000152618,0.001345078,0.0003186851,0.001298425,0.9914381,0.00003745644],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001030442,0.00001712916,0.00004227026,0.0000762918,0.00002828674,0.000007507052,0.9987102,0.0003391251,0.0006762464],"genre_scores_gemma":[0.0005041542,0.00002123897,0.0002307803,0.00004223704,0.000007965898,0.00004790024,0.9982033,0.00006934293,0.0008730956],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8781713,"threshold_uncertainty_score":0.4075574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01574365062129209,"score_gpt":0.2637906434557385,"score_spread":0.2480469928344465,"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."}}