{"id":"W7117905905","doi":"10.5281/zenodo.18108842","title":"Systemic Blame in Infrastructure: Correlation Is the Smoke. Causation Is the Fire","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blame; Causation; Cognitive reframing; Neglect; Narrative; Public health; Misrepresentation; Metaphor","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":[0.01510669,0.000699143,0.0005628869,0.001806778,0.01281052,0.01417101,0.002344535,0.006756001,0.006977451],"category_scores_gemma":[0.03699217,0.0007096241,0.0006686116,0.001321777,0.0897191,0.01923046,0.01119062,0.01218668,0.001231562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009082595,"about_ca_system_score_gemma":0.01610039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.012691,"about_ca_topic_score_gemma":0.008527035,"domain_scores_codex":[0.9830387,0.009000765,0.00044715,0.001370311,0.004515134,0.001628017],"domain_scores_gemma":[0.9778756,0.01386003,0.001992614,0.002796431,0.002403771,0.001071546],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001061033,0.00001562841,0.0007368266,0.00005470904,0.000009074244,0.0002773124,0.03738162,0.0001684465,0.0001057237,0.9396817,0.01264799,0.008910333],"study_design_scores_gemma":[0.00002370939,0.00006804171,0.001074176,0.0006808221,0.00002244449,0.0007032458,0.03753673,0.0006897983,0.0005166627,0.6137263,0.344904,0.00005403886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04198971,0.00896919,0.071687,0.5304849,0.003725038,0.0001235401,0.00006871573,0.0004691264,0.3424828],"genre_scores_gemma":[0.9346015,0.002801634,0.005884078,0.029749,0.00111381,0.00008928913,0.00003049581,0.0002119793,0.02551817],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01510669,"threshold_uncertainty_score":0.07989275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04736669077115126,"score_gpt":0.4051044463412991,"score_spread":0.3577377555701478,"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."}}