{"id":"W7154868776","doi":"","title":"Herstructurering","year":2016,"lang":"","type":"book-chapter","venue":"Research Publications (Maastricht University)","topic":"Hygrothermal properties of building materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Council on Foreign Relations","funders":"","keywords":"","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001382245,0.0008004845,0.0007553457,0.006184293,0.001272255,0.0006549203,0.00294804,0.0009988825,0.01248962],"category_scores_gemma":[0.000474197,0.000836045,0.0003431722,0.00142174,0.001092433,0.001484872,0.001393658,0.001736774,0.00468822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00252923,"about_ca_system_score_gemma":0.0006645116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004990119,"about_ca_topic_score_gemma":0.000009537006,"domain_scores_codex":[0.9944456,0.0003094173,0.0007015824,0.001251368,0.001498155,0.001793912],"domain_scores_gemma":[0.9944534,0.0005934688,0.000237764,0.00209351,0.001720582,0.0009012765],"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":[0.00008867357,0.00004157967,0.00003790401,0.0003434561,0.0007887266,0.00008657417,0.0001212225,0.000670727,0.02540492,0.9306552,0.008695535,0.03306543],"study_design_scores_gemma":[0.0006642858,0.0001095394,0.00009294568,0.0005215954,0.00007629761,0.000021097,0.00008015155,0.000214384,0.001506204,0.00202356,0.9937985,0.0008914327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001393453,0.0005332376,0.004077969,0.002411501,0.0005729104,0.001482781,0.0004540508,0.0009419603,0.9881321],"genre_scores_gemma":[0.1622939,0.003477917,0.001364262,0.0000143241,0.0008723852,0.00001199579,0.00004951288,0.0003665571,0.8315491],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.985103,"threshold_uncertainty_score":0.999409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08255209346303101,"score_gpt":0.2726399538242031,"score_spread":0.1900878603611721,"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."}}