{"id":"W4395048310","doi":"10.21991/cf29467","title":"Editorial Introduction","year":2024,"lang":"en","type":"article","venue":"Constitutional Forum / Forum constitutionnel","topic":"Judicial and Constitutional Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science","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","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.0007734602,0.0003305191,0.0003124478,0.0003335286,0.004065773,0.0004342368,0.0003547528,0.0003212491,0.0009774896],"category_scores_gemma":[0.0009085806,0.0003238829,0.0003086813,0.000926635,0.01245101,0.001337637,0.0001419033,0.0004774131,0.001824779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00066381,"about_ca_system_score_gemma":0.004306006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001272556,"about_ca_topic_score_gemma":0.001045526,"domain_scores_codex":[0.9965712,0.000120953,0.0005224677,0.0007138322,0.001163415,0.0009081287],"domain_scores_gemma":[0.9986047,0.000255083,0.00007573282,0.0002313935,0.0005312957,0.0003018394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000244297,0.00004086931,0.0004742539,0.000007898689,0.00007896615,0.00001401954,0.0001385922,0.00008445408,0.00006379571,0.6254877,0.3720061,0.00157886],"study_design_scores_gemma":[0.0002679938,0.0000264758,0.00002997898,0.00009134823,0.00005972894,0.00004506102,0.00191093,0.00005746954,0.00003434704,0.148551,0.8485663,0.0003593329],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0004860473,0.006985943,0.06079203,0.07746841,0.4159528,0.000862956,0.0003037283,0.001619203,0.4355288],"genre_scores_gemma":[0.8686721,0.0004839282,0.0003085216,0.0005518916,0.1285532,0.0001182846,0.0001092509,0.00001134212,0.001191495],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8681861,"threshold_uncertainty_score":0.9999357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01523151389564955,"score_gpt":0.281960348890499,"score_spread":0.2667288349948495,"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."}}