{"id":"W4406915018","doi":"10.18174/685331","title":"Voorkomen en gedrag van glasaal bij gemaal Katwijk : Een merk-terugvangst experiment naar de vispassage effectiviteit van de viskoker bij gemaal Katwijk in het voorjaar van 2024","year":2025,"lang":"nl","type":"report","venue":"","topic":"Energy, Environment, Agriculture Analysis","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Mathematics; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005653346,0.005337518,0.006456374,0.003432238,0.0008714442,0.001025404,0.003327356,0.004944576,0.02750806],"category_scores_gemma":[0.00092341,0.004765792,0.003837595,0.003822988,0.0006228478,0.00106158,0.003127978,0.004684735,0.002316036],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01460507,"about_ca_system_score_gemma":0.001673553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03625139,"about_ca_topic_score_gemma":0.02414908,"domain_scores_codex":[0.9740362,0.00430719,0.004979498,0.006382005,0.004503726,0.005791407],"domain_scores_gemma":[0.9884596,0.001909686,0.002361679,0.004664016,0.0004456051,0.002159441],"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":[0.001987058,0.01733671,0.06510479,0.005986926,0.04995965,0.01852785,0.01234324,0.2735294,0.1276096,0.00551034,0.3369705,0.08513396],"study_design_scores_gemma":[0.005563735,0.001247338,0.02513894,0.002504852,0.006842669,0.0004788066,0.0028555,0.005130185,0.02819933,0.0007247026,0.9135109,0.007803055],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2427273,0.01364145,0.01517468,0.002680314,0.005279478,0.0058536,0.0009683753,0.001646062,0.7120287],"genre_scores_gemma":[0.4702865,0.01177472,0.00378792,0.001789461,0.005230603,0.002607482,0.002966628,0.001028842,0.5005278],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5765404,"threshold_uncertainty_score":0.9984608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006399007858493647,"score_gpt":0.2536461121885026,"score_spread":0.2472471043300089,"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."}}