{"id":"W7042910741","doi":"","title":"Scientific research, management, advice: Evolution of ICES's dual identity","year":2002,"lang":"en","type":"article","venue":"Figshare","topic":"Education, Psychology, and Social Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commission; Identity (music); Dual (grammatical number); Government (linguistics); Narrative","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005605598,0.0001265461,0.0001743088,0.00129609,0.00677616,0.004492443,0.0005338442,0.001146995,0.01000136],"category_scores_gemma":[0.01766092,0.0001474149,0.0001164891,0.001151247,0.01044039,0.002253824,0.003744378,0.001518177,0.001217251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005333726,"about_ca_system_score_gemma":0.006509007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04027883,"about_ca_topic_score_gemma":0.07498115,"domain_scores_codex":[0.9977278,0.001167441,0.00005848681,0.0002644614,0.0003681715,0.0004136728],"domain_scores_gemma":[0.9900176,0.002831877,0.001874599,0.001075517,0.001475888,0.002724597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004200475,0.0002016994,0.1582475,0.00008118512,0.00002611732,0.0005405251,0.1376648,0.0004213028,0.001183919,0.4612988,0.06289478,0.1770194],"study_design_scores_gemma":[0.0001095666,0.0001712535,0.1354906,0.0002856214,0.00004082075,0.0006895752,0.1476145,0.001382765,0.001170343,0.1788352,0.5341429,0.00006682804],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4590864,0.001435982,0.002859286,0.0655438,0.0005750205,0.00004643115,0.0001527445,0.00004447374,0.4702559],"genre_scores_gemma":[0.9777057,0.0003506133,0.001057397,0.001131763,0.00006742376,0.00001190693,0.00004358547,0.00002412286,0.01960763],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9932238,"threshold_uncertainty_score":0.08008873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3161975469225812,"score_gpt":0.5251747094154964,"score_spread":0.2089771624929152,"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."}}