{"id":"W7033450946","doi":"","title":"Rapportage rechtsvergelijkend onderzoek affectieschade broers en zussen","year":2023,"lang":"nl","type":"book","venue":"VU Research Portal","topic":"Crustacean biology and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"L'Alliance Boviteq","funders":"","keywords":"Identification (biology); Process (computing); Set (abstract data type); Product (mathematics)","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.009167246,0.0009379506,0.001173866,0.0009506875,0.001370262,0.0001453689,0.00197148,0.002648791,0.1415514],"category_scores_gemma":[0.001562424,0.0009345313,0.0005665689,0.001162137,0.004125759,0.0003435277,0.002771548,0.005819031,0.1248356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109286,"about_ca_system_score_gemma":0.001301836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009778306,"about_ca_topic_score_gemma":0.003628198,"domain_scores_codex":[0.9885836,0.002161627,0.001100896,0.002462765,0.002136661,0.003554443],"domain_scores_gemma":[0.9937438,0.003212361,0.0003828983,0.001558587,0.0000823642,0.001020015],"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":[0.0002435227,0.0002389133,0.01119793,0.0001999447,0.0004339473,0.006254901,0.0007787659,0.00007119091,0.001636578,0.002022509,0.9748293,0.00209248],"study_design_scores_gemma":[0.001199721,0.001838059,0.04998277,0.0002247545,0.0001187831,0.0002659965,0.004303406,0.0001710599,0.0004159555,0.005474005,0.9344169,0.001588533],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09710085,0.0005243131,0.00001547952,0.002102359,0.003866547,0.003014927,0.0008039165,0.0004339989,0.8921376],"genre_scores_gemma":[0.06835548,0.003896588,0.00007294821,0.0001902162,0.0009872797,0.0001995675,0.0009823373,0.0002262993,0.9250893],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04041237,"threshold_uncertainty_score":0.9999298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0759246414104505,"score_gpt":0.3526857460016544,"score_spread":0.2767611045912038,"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."}}