{"id":"W7008969722","doi":"","title":"De lage deelname aan de samenleving in Heerlen","year":2023,"lang":"nl","type":"other","venue":"Research Publications (Maastricht University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"Context (archaeology); Subject (documents); Field (mathematics); Exposition (narrative); 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","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics","research_integrity","insufficient_payload"],"category_scores_codex":[0.008639567,0.0008275371,0.0009090669,0.03618923,0.001169577,0.001109211,0.005169777,0.001439552,0.0108418],"category_scores_gemma":[0.007518097,0.001149383,0.0003819472,0.04864433,0.001175972,0.001402577,0.002388618,0.00467326,0.0698766],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02088591,"about_ca_system_score_gemma":0.0101098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008926711,"about_ca_topic_score_gemma":0.009501149,"domain_scores_codex":[0.985482,0.004678546,0.0007233639,0.002092821,0.002433343,0.00458987],"domain_scores_gemma":[0.9902888,0.002855456,0.0005250782,0.00283539,0.001665818,0.001829466],"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":[0.0001309794,0.00144042,0.1131294,0.0002924583,0.0006676847,0.0009775264,0.001124618,0.0003884889,0.001086203,0.09528761,0.780338,0.005136593],"study_design_scores_gemma":[0.001512315,0.0001191973,0.05259022,0.0006481718,0.0001103098,0.00002337824,0.003951936,0.001578495,0.00002964055,0.000297865,0.9382773,0.000861186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006939539,0.0006803751,0.001402732,0.004830807,0.0001577744,0.00327375,0.001644212,0.002574365,0.9784964],"genre_scores_gemma":[0.01630373,0.002318918,0.002049807,0.00003029258,0.0003885261,0.0000706846,0.0003560564,0.001859639,0.9766223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1579393,"threshold_uncertainty_score":0.9999278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072330289905026,"score_gpt":0.3580648601408209,"score_spread":0.2508318311503183,"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."}}