{"id":"W6939883242","doi":"10.6084/m9.figshare.25041540","title":"Conventional or parking-protected bike lanes? A Full-Bayesian before-and-after assessment","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Collision; Poison control; Occupational safety and health; Pedestrian; Intervention (counseling)","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":[0.01438154,0.0008452475,0.00137117,0.0007498579,0.0006910709,0.001352229,0.001663858,0.001595882,0.003366598],"category_scores_gemma":[0.021426,0.0007211373,0.001574105,0.0005289047,0.001042718,0.002580866,0.001346705,0.001295284,0.0005378451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195257,"about_ca_system_score_gemma":0.002250276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02642357,"about_ca_topic_score_gemma":0.0468226,"domain_scores_codex":[0.9922304,0.003944717,0.0002738732,0.001434254,0.00140469,0.0007121623],"domain_scores_gemma":[0.988256,0.006409376,0.002140362,0.001122433,0.001714901,0.0003567712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006138979,0.005416241,0.6380733,0.0009003807,0.002061588,0.0004261636,0.002365938,0.1159592,0.008058312,0.01522893,0.001775346,0.2035957],"study_design_scores_gemma":[0.0002274177,0.01281157,0.5813697,0.0002370684,0.001376206,0.0001711764,0.003483671,0.3748607,0.00411102,0.01362998,0.007463481,0.000257942],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960555,0.0003629569,0.03483754,0.0002475545,0.00002445296,0.000449521,0.0005403229,0.00007943618,0.002903216],"genre_scores_gemma":[0.9848832,0.0001688172,0.01242721,0.0001103629,0.000009988669,0.0001786896,0.0005726702,0.00001302687,0.001635934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02642357,"threshold_uncertainty_score":0.07605779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02005559518231234,"score_gpt":0.2541821882557064,"score_spread":0.2341265930733941,"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."}}