{"id":"W7095006781","doi":"10.6084/m9.figshare.27377676","title":"Datasets used in this work","year":2025,"lang":"","type":"dataset","venue":"Figshare","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); China; Feature (linguistics)","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":[],"category_scores_codex":[0.002424008,0.001389948,0.001440903,0.005391439,0.001275319,0.00231481,0.00245912,0.001806335,0.07911032],"category_scores_gemma":[0.01882716,0.0004389321,0.001454652,0.009283144,0.0005099674,0.001448961,0.001929323,0.001894654,0.08226032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341917,"about_ca_system_score_gemma":0.003064307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01230117,"about_ca_topic_score_gemma":0.03133471,"domain_scores_codex":[0.9974605,0.0007425398,0.000440499,0.0005971746,0.0005009176,0.0002582691],"domain_scores_gemma":[0.9932997,0.002599833,0.00047028,0.001575419,0.001532074,0.0005226096],"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":[0.00007872283,0.00003991583,0.001593472,0.0006559464,0.00004194509,0.00003070522,0.00004086958,0.000338686,0.00005645055,0.0009039072,0.9915133,0.004706156],"study_design_scores_gemma":[0.0002316801,0.00003889175,0.007091694,0.0007125468,0.00006274126,0.0001170728,0.000329335,0.0005396851,0.0001723685,0.003147684,0.9875079,0.00004839653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004302594,0.0001810077,0.0002576076,0.0001951541,0.00007466313,0.00007964481,0.9970226,0.0002554037,0.001503763],"genre_scores_gemma":[0.0008065065,0.0001192232,0.0007731733,0.000117466,0.00002285453,0.0004396423,0.9967536,0.0000799345,0.0008874885],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9208897,"threshold_uncertainty_score":0.2646504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04646995123940494,"score_gpt":0.3295284182596611,"score_spread":0.2830584670202561,"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."}}