{"id":"W6986782566","doi":"","title":"Reasoning about similar causal structures among mechanical systems","year":2025,"lang":"en","type":"article","venue":"eScholarship (California Digital Library)","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Jacobs Foundation; National Science Foundation","keywords":"Causal structure; Perception; Causality (physics); Causal model; Causal reasoning; Similarity (geometry); Control (management)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.003109833,0.0003870807,0.0003868153,0.000584532,0.0003514453,0.00115604,0.0007679979,0.000844966,0.004173324],"category_scores_gemma":[0.01464484,0.0005993128,0.0003595662,0.0001879302,0.001599118,0.002206811,0.001210566,0.0007158503,0.0005485169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000443456,"about_ca_system_score_gemma":0.0004382402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234457,"about_ca_topic_score_gemma":0.004539291,"domain_scores_codex":[0.9987875,0.0002122692,0.0001513615,0.0004809088,0.0002575475,0.0001104723],"domain_scores_gemma":[0.9795669,0.0134294,0.003577215,0.002259982,0.0006313412,0.0005351735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001003968,0.0007823204,0.7957289,0.0003885808,0.0002066896,0.001484176,0.01453987,0.00312639,0.1332108,0.00458215,0.001021861,0.04392428],"study_design_scores_gemma":[0.0003294385,0.002409382,0.886739,0.0001345658,0.0002159327,0.003051606,0.007991567,0.012641,0.06949942,0.009826221,0.007002424,0.0001594759],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985033,0.00002469833,0.0007876885,0.00001653027,0.000002637807,0.00001999045,0.00006624169,0.0000129237,0.0005660116],"genre_scores_gemma":[0.9954691,0.00003158362,0.003905498,0.00002503839,0.00000186761,0.00002740013,0.0001768769,0.000004560917,0.0003580851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004173324,"threshold_uncertainty_score":0.01644653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01033638765666249,"score_gpt":0.2422131686183733,"score_spread":0.2318767809617108,"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."}}