{"id":"W1843963622","doi":"","title":"Energie in 2030 : maatschappelijke keuzes van nu","year":2011,"lang":"nl","type":"article","venue":"TU/e Research Portal (Eindhoven University of Technology)","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Theology; Sociology; Political science; Art; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00139025,0.0005848981,0.001083917,0.003260263,0.0004120558,0.00002415646,0.002647634,0.00159329,0.0121288],"category_scores_gemma":[0.0002327497,0.0006414233,0.0004859992,0.004086374,0.00200834,0.0004501366,0.001949609,0.002045192,0.001382616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005351824,"about_ca_system_score_gemma":0.0002477341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02264785,"about_ca_topic_score_gemma":0.02998833,"domain_scores_codex":[0.9943712,0.0004253148,0.0007152266,0.001364509,0.001353456,0.001770252],"domain_scores_gemma":[0.9969122,0.0001158988,0.0004873255,0.001772316,0.0003245492,0.0003877013],"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":[0.002014837,0.01261974,0.2626621,0.0008688159,0.007446597,0.02817554,0.007714403,0.005568223,0.07682036,0.4244232,0.0681209,0.1035653],"study_design_scores_gemma":[0.009024438,0.00411442,0.1568271,0.001584988,0.0013579,0.0001611266,0.1091525,0.001013062,0.1353959,0.0411128,0.5357212,0.004534578],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7593228,0.002013138,0.00007268229,0.001744688,0.00009712692,0.0004409702,0.00007656839,0.0002423184,0.2359897],"genre_scores_gemma":[0.9537526,0.005513305,0.00135585,0.00001859093,0.00006480567,0.000004084092,0.0000676105,0.00006313096,0.03916005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4676003,"threshold_uncertainty_score":0.9997029,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03402015883787592,"score_gpt":0.2516766741943332,"score_spread":0.2176565153564573,"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."}}