{"id":"W4378472093","doi":"10.18174/629343","title":"Beschrijving onderzoeksfaciliteiten Vismigratierivier","year":2023,"lang":"nl","type":"report","venue":"","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Art; Theology; Humanities; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001219413,0.0008946727,0.0007433178,0.0002301375,0.0004757957,0.000236753,0.0008286343,0.0005118384,0.1244183],"category_scores_gemma":[0.0001603811,0.0008633938,0.0004682828,0.0007609093,0.0004631838,0.0004438389,0.00210866,0.0006665177,0.1613437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369253,"about_ca_system_score_gemma":0.00009612445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006127519,"about_ca_topic_score_gemma":0.003026849,"domain_scores_codex":[0.9936081,0.0001573689,0.001220174,0.001621374,0.002372074,0.001020957],"domain_scores_gemma":[0.9976006,0.000138812,0.0004811076,0.001316158,0.00001977263,0.0004435912],"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":[0.00001210717,0.0002292254,0.01792039,0.0003136456,0.0002027089,0.000177138,0.0003181823,0.0007088064,0.000997839,0.000174069,0.924263,0.05468287],"study_design_scores_gemma":[0.0002713953,0.0001006502,0.09446279,0.000124194,0.0001488405,0.00001290597,0.0007483365,0.0009666152,0.000110059,0.0001084721,0.9020003,0.0009454571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.014057,0.0005234223,0.001470501,0.005287529,0.003311168,0.002084049,0.0002101993,0.0006986752,0.9723575],"genre_scores_gemma":[0.02393838,0.005326941,0.001106989,0.004526711,0.0002037791,0.0001637701,0.0004209106,0.0001748744,0.9641376],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0765424,"threshold_uncertainty_score":0.9993817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09973955755038402,"score_gpt":0.3036818793105175,"score_spread":0.2039423217601335,"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."}}