{"id":"W2201606838","doi":"","title":"RYB lance ELIOT Innovative Solutions","year":2014,"lang":"en","type":"article","venue":"","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008075115,0.0007324255,0.0005737569,0.002009404,0.003233133,0.01113013,0.001485067,0.007444845,0.2856323],"category_scores_gemma":[0.01401539,0.0005374226,0.0008609996,0.001087666,0.001443709,0.005215883,0.004526208,0.006600162,0.1462749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383712,"about_ca_system_score_gemma":0.01734298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102998,"about_ca_topic_score_gemma":0.02101039,"domain_scores_codex":[0.9935689,0.0007479372,0.0002075393,0.0006384948,0.003848671,0.0009884877],"domain_scores_gemma":[0.9862493,0.001637523,0.0007117954,0.0009120935,0.005257634,0.005231587],"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":[0.00005706507,0.00003640067,0.0002028954,0.0001422957,0.000004971305,0.0001617458,0.0003056902,0.00008346877,0.001245198,0.03183641,0.9194782,0.04644568],"study_design_scores_gemma":[0.000003746295,0.000007861605,0.00006951349,0.0000222896,6.611891e-7,0.000023844,0.00005204339,0.00003747991,0.0001006915,0.0005565316,0.9991223,0.000002977782],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003347743,0.007083955,0.01227399,0.2294194,0.01713914,0.0004309657,0.001501369,0.004359063,0.7244444],"genre_scores_gemma":[0.005340942,0.00139153,0.003035993,0.01200185,0.0009215946,0.00008280276,0.0004231888,0.0007970718,0.976005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2856323,"threshold_uncertainty_score":0.9555354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04826863791258468,"score_gpt":0.344053760228992,"score_spread":0.2957851223164074,"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."}}