{"id":"W4410002592","doi":"10.21991/cf29488","title":"Towards a Less Woolly Conception of Horizontal Effect","year":2025,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001958135,0.0003221309,0.0004236799,0.0003511631,0.0003519742,0.00003659993,0.0002702455,0.0001839492,0.0000633945],"category_scores_gemma":[0.0001121816,0.0003127038,0.0002532095,0.0005056883,0.001997223,0.0002725255,0.00008371138,0.0002570607,0.00005423345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992497,"about_ca_system_score_gemma":0.0006995173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002251638,"about_ca_topic_score_gemma":0.00002689539,"domain_scores_codex":[0.99835,0.00005466016,0.0005228058,0.0003035383,0.000345291,0.0004237453],"domain_scores_gemma":[0.9991978,0.0002096354,0.00007139162,0.0002327436,0.0001864378,0.0001019334],"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":[0.00008148779,0.00003655022,0.002753895,0.0001039564,0.0001796135,0.000009245858,0.00002294947,0.04042294,0.002859534,0.9306765,0.003292733,0.01956061],"study_design_scores_gemma":[0.01967859,0.00156895,0.01528738,0.003821405,0.001160799,0.001030911,0.002273175,0.1687312,0.1440218,0.372059,0.2655956,0.004771137],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03053421,0.001367323,0.8502934,0.0004694491,0.002062784,0.0005447416,0.0001783489,0.0003724132,0.1141773],"genre_scores_gemma":[0.9974026,0.00002918987,0.001952608,0.0002042509,0.00009225995,0.00009540514,0.0001306342,0.00001032429,0.00008272272],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9668684,"threshold_uncertainty_score":0.9999325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006631754983001345,"score_gpt":0.2243176128903226,"score_spread":0.2176858579073212,"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."}}