{"id":"W4401691378","doi":"10.2139/ssrn.4929529","title":"Spooky Boundaries at a Distance: Inductive Bias, Dynamic Models, and Behavioral Macro","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Opinion Dynamics and Social Influence","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Macro; Psychology; Cognitive psychology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.01206151,0.0003441804,0.001035379,0.001115646,0.00158323,0.004461917,0.001507469,0.002682765,0.01275794],"category_scores_gemma":[0.07814413,0.000363047,0.0005021414,0.001216833,0.004978831,0.008412738,0.00312791,0.002893081,0.0007312832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001438409,"about_ca_system_score_gemma":0.0007941604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00218697,"about_ca_topic_score_gemma":0.002466622,"domain_scores_codex":[0.9965467,0.00191662,0.00008587163,0.0007280204,0.0003858735,0.0003369763],"domain_scores_gemma":[0.9289139,0.05738119,0.006068087,0.004802601,0.001389844,0.001444357],"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":[0.0003904197,0.0003930664,0.05466967,0.0001769611,0.0002184374,0.0002414996,0.008507932,0.02568334,0.001254599,0.848376,0.002742915,0.05734512],"study_design_scores_gemma":[0.00004523798,0.00006147374,0.01112303,0.00003958632,0.00005095662,0.00007033166,0.002076617,0.05591669,0.0002701679,0.9289407,0.001373278,0.00003202914],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8319815,0.0005511891,0.1056845,0.008081689,0.00008675577,0.00007724347,0.0001359396,0.00007924971,0.05332192],"genre_scores_gemma":[0.9957981,0.0001186621,0.002626031,0.0002141447,0.00004887161,0.00002851061,0.00002925326,0.00001835125,0.001118061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275794,"threshold_uncertainty_score":0.06378812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015257721441219,"score_gpt":0.2966486216547148,"score_spread":0.2813909002134958,"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."}}