{"id":"W7005617127","doi":"","title":"Rapport Lessons Learned tijdens het Lerend netwerk Duurzaam en professioneel FM in scholen op schoolbezoek: Financiën Oost - sessie 1","year":2024,"lang":"nl","type":"article","venue":"Lirias (KU Leuven)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Work (physics); Subject (documents); Quality (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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009139264,0.0004603794,0.0003635949,0.0009765285,0.004917442,0.01006052,0.00140287,0.004611371,0.06428118],"category_scores_gemma":[0.01739298,0.0003623965,0.0005181261,0.0008526166,0.001617488,0.005790666,0.006090772,0.00650913,0.004655267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008565733,"about_ca_system_score_gemma":0.02764909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05131808,"about_ca_topic_score_gemma":0.1042955,"domain_scores_codex":[0.9936055,0.00252413,0.000231572,0.0003607715,0.001411268,0.001866714],"domain_scores_gemma":[0.9853721,0.002711058,0.0004459823,0.0002303201,0.003119438,0.008121083],"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":[0.0001180213,0.0007913661,0.007376723,0.0005696808,0.00003801896,0.0008825787,0.03366109,0.0003695588,0.0003257623,0.03581496,0.8045025,0.1155497],"study_design_scores_gemma":[0.0000229159,0.00008690744,0.006074644,0.001334169,0.00001448878,0.0001659505,0.100503,0.0001415292,0.0001987431,0.004718113,0.8867059,0.00003348249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0390489,0.01065343,0.001172086,0.8465578,0.01769574,0.0001343141,0.000661529,0.00007163268,0.08400456],"genre_scores_gemma":[0.540077,0.02753795,0.005521873,0.08082629,0.004848056,0.00046297,0.001850972,0.000311336,0.3385636],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06428118,"threshold_uncertainty_score":0.215042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05447817590519551,"score_gpt":0.2975876707229748,"score_spread":0.2431094948177792,"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."}}