{"id":"W7023078843","doi":"","title":"Laval, Saskia","year":2015,"lang":"en","type":"other","venue":"TU/e Research Portal","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008745836,0.001279919,0.0008773211,0.002130359,0.001974079,0.005575196,0.001154186,0.001185929,0.7031598],"category_scores_gemma":[0.00354572,0.0005709088,0.0007264377,0.002880691,0.000933891,0.002047445,0.002145663,0.001704494,0.6563338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388904,"about_ca_system_score_gemma":0.007662704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05599057,"about_ca_topic_score_gemma":0.1054082,"domain_scores_codex":[0.9992556,0.00007344742,0.00003975256,0.0001653519,0.0002854386,0.0001803732],"domain_scores_gemma":[0.9980168,0.0002784964,0.00009172099,0.0003519857,0.0007030115,0.0005578841],"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":[0.0002872391,0.00005742848,0.000483989,0.0003076901,0.00001568049,0.0001651682,0.0001091816,0.0001773416,0.0007833992,0.006312075,0.9110087,0.08029205],"study_design_scores_gemma":[0.00005324194,0.00001566861,0.001132286,0.0001352419,0.000006446316,0.00006313671,0.00006431171,0.00009728362,0.0004498864,0.0009032539,0.9970679,0.00001146088],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001600941,0.001891561,0.001124751,0.001170815,0.0004495037,0.00009828114,0.03729337,0.006746778,0.949624],"genre_scores_gemma":[0.004478287,0.0009513661,0.0008529166,0.0001681953,0.00005024813,0.00006453292,0.01124615,0.002276568,0.9799117],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2968402,"threshold_uncertainty_score":0.4234065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1700915839444814,"score_gpt":0.466872838339028,"score_spread":0.2967812543945466,"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."}}