{"id":"W2890927234","doi":"","title":"Nationale Stimuleringsactie Empirical Legal Studies","year":2018,"lang":"nl","type":"article","venue":"Digital Academic REpository of VU University Amsterdam (Vrije Universiteit Amsterdam)","topic":"Comparative and International Law Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0003705508,0.0006694674,0.001031489,0.0007044405,0.002114661,0.0001993407,0.00168378,0.0005219611,0.0002465536],"category_scores_gemma":[0.0002305262,0.000775565,0.0006020943,0.001174713,0.005512067,0.004521754,0.001409622,0.0008600829,0.0004307419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00155565,"about_ca_system_score_gemma":0.0005784325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005218993,"about_ca_topic_score_gemma":0.0001719199,"domain_scores_codex":[0.9952762,0.0003785029,0.0008496099,0.001120974,0.001549232,0.0008254802],"domain_scores_gemma":[0.9952018,0.0007427629,0.00103582,0.0004593312,0.002141333,0.000418941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008320446,0.003070423,0.1301321,0.001030891,0.01508221,0.002195266,0.2718859,0.0004898116,0.005164887,0.1382771,0.4171991,0.007151882],"study_design_scores_gemma":[0.001689803,0.0009883706,0.005536955,0.0006280122,0.0003974181,0.00004257634,0.07877001,0.0002696942,0.001417149,0.0003331111,0.9089546,0.0009723197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6838018,0.001125773,0.0001926811,0.002271943,0.001955929,0.0004586522,0.0002329423,0.0001409043,0.3098194],"genre_scores_gemma":[0.7974676,0.0006089139,0.00007325961,0.0001803137,0.0009533702,5.077957e-7,0.00002648951,0.00002753168,0.200662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4917555,"threshold_uncertainty_score":0.9994695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05677642290023021,"score_gpt":0.3291860627227639,"score_spread":0.2724096398225337,"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."}}