{"id":"W7044141857","doi":"","title":"Werken aan de warmtetransitie in wijken, buurten en dorpen:Lessen voor beleid én praktijk uit studentonderzoeken in Gelderse Wijken van de Toekomst","year":2024,"lang":"nl","type":"book","venue":"Research portal (Tilburg University)","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Demotion","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079332,0.0005182254,0.0005913929,0.001024792,0.001346542,0.008013844,0.000792527,0.001212845,0.1562613],"category_scores_gemma":[0.001870255,0.0005400034,0.0003091239,0.00333735,0.00117702,0.005952279,0.00232243,0.002201002,0.04869216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002564212,"about_ca_system_score_gemma":0.004292208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02936146,"about_ca_topic_score_gemma":0.07938364,"domain_scores_codex":[0.9993384,0.0001573035,0.00003087385,0.00008168614,0.0002990332,0.0000926678],"domain_scores_gemma":[0.9995883,0.0001905323,0.00002957184,0.00004535441,0.00008165032,0.00006458887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007787302,0.00004546263,0.000338883,0.0003277186,0.000007143472,0.00009367963,0.001961914,0.0001747381,0.000689126,0.0515845,0.7698752,0.1748238],"study_design_scores_gemma":[0.000002365955,0.000002535463,0.0002720038,0.00009689342,0.000002398364,0.00002070487,0.0004263024,0.00002230711,0.0002183493,0.003893284,0.9950395,0.00000338217],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004900031,0.04240372,0.006470371,0.01807556,0.003879509,0.00005309193,0.003877774,0.000949409,0.9193906],"genre_scores_gemma":[0.009405003,0.009916326,0.002208507,0.0008666943,0.0002030177,0.00005113801,0.001677235,0.0007421162,0.9749299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1562613,"threshold_uncertainty_score":0.5227461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009959742248855,"score_gpt":0.2829126386943125,"score_spread":0.262813041271824,"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."}}