{"id":"W7053673061","doi":"","title":"Werken aan de warmtetransitie in wijken, buurten en dorpen:Inzichten uit een enquête-studie onder betrokkenen in Gelderse Wijken van de Toekomst","year":2024,"lang":"nl","type":"book","venue":"Research portal (Tilburg University)","topic":"Particle Accelerators and Free-Electron Lasers","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Government (linguistics); Context (archaeology); Power (physics); Work (physics)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002817024,0.001103241,0.001426948,0.004305398,0.0003211799,0.0002748752,0.001914601,0.001366681,0.001442204],"category_scores_gemma":[0.0002152307,0.0013599,0.0005331995,0.002962788,0.0006218916,0.0008548758,0.0008136973,0.005502105,0.0007576788],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006047671,"about_ca_system_score_gemma":0.003086806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006103596,"about_ca_topic_score_gemma":0.009250125,"domain_scores_codex":[0.9909865,0.0008948915,0.0009471823,0.001608008,0.001551449,0.004011953],"domain_scores_gemma":[0.996498,0.0007734821,0.000129075,0.001052057,0.0003372098,0.001210205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004025379,0.003836069,0.1560976,0.008228359,0.01056563,0.3615591,0.03586604,0.062697,0.02860904,0.05425129,0.2543179,0.01994657],"study_design_scores_gemma":[0.01675647,0.003258236,0.03032713,0.007092762,0.001771768,0.0003352024,0.04543218,0.05704861,0.007803993,0.01073314,0.809894,0.009546505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.581077,0.003788499,0.0003116597,0.001252686,0.0004712238,0.002805006,0.0005259684,0.0005067707,0.4092612],"genre_scores_gemma":[0.8885156,0.004422576,0.0001466374,0.0000711766,0.0005294945,0.00001707672,0.0001995128,0.0003018918,0.1057961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5555761,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02728215151595023,"score_gpt":0.2821002810724417,"score_spread":0.2548181295564915,"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."}}