{"id":"W4403294849","doi":"10.1080/17533171.2024.2405076","title":"Musings on a shout in a stairwell","year":2024,"lang":"en","type":"article","venue":"Safundi","topic":"Landslides and related hazards","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History; Political science; Aesthetics; Art","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":[0.001019566,0.0007403609,0.0004825256,0.0006054715,0.01439979,0.004387012,0.0005932992,0.002580473,0.1292293],"category_scores_gemma":[0.002943011,0.0003711138,0.0004132357,0.0003796673,0.002771448,0.003515417,0.003349223,0.006520154,0.03501522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067117,"about_ca_system_score_gemma":0.001624407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02721473,"about_ca_topic_score_gemma":0.127483,"domain_scores_codex":[0.999249,0.0001717218,0.00001726079,0.00009321114,0.0002613695,0.000207343],"domain_scores_gemma":[0.9987776,0.0001058228,0.00004294328,0.00005821673,0.0004868931,0.0005285578],"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":[0.00002535566,0.00001414661,0.0003365266,0.00001516179,0.000002528697,0.00009487236,0.001778543,0.000008791139,0.0002292475,0.003943489,0.9851027,0.008448575],"study_design_scores_gemma":[0.000002596817,0.00001482217,0.0006377993,0.0000408862,0.000001275592,0.00004754933,0.003647316,0.00001552208,0.00007235447,0.0003726546,0.9951398,0.000007362966],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01534535,0.005837487,0.001925211,0.3516041,0.05616288,0.0000882484,0.0008677879,0.001329203,0.5668398],"genre_scores_gemma":[0.03683189,0.001284103,0.0008357664,0.0526007,0.002516509,0.00003217849,0.0002390284,0.0004721738,0.9051877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1292293,"threshold_uncertainty_score":0.4323152,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007042911370521122,"score_gpt":0.2318147976626609,"score_spread":0.2247718862921398,"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."}}