{"id":"W7022238990","doi":"","title":"Voices","year":2012,"lang":"en","type":"other","venue":"BIROn (Birkbeck, University of London)","topic":"Magnetism in coordination complexes","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The arts; Exposition (narrative); Subject (documents)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002018609,0.000278279,0.0004456277,0.0003519119,0.0001033897,0.00002433738,0.0008855907,0.0003004224,0.1314023],"category_scores_gemma":[0.00002387802,0.000326031,0.0001315664,0.0001640923,0.0003719742,0.0001738334,0.0003317027,0.0001358098,0.003855999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006562191,"about_ca_system_score_gemma":0.00008078813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003691646,"about_ca_topic_score_gemma":0.00163135,"domain_scores_codex":[0.9985154,0.0001207165,0.000173728,0.0004108965,0.0004236029,0.0003556496],"domain_scores_gemma":[0.9986476,0.00008360279,0.0004891772,0.0005738102,0.00006340861,0.0001424235],"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":[0.00004229254,0.0001492063,0.00063734,0.00034433,0.00003301626,0.00001955022,0.0002203914,0.000003737451,0.0126305,0.004057756,0.9776012,0.004260728],"study_design_scores_gemma":[0.0004905009,0.0000548106,0.001266632,0.0001068204,0.00007002458,0.000003998248,0.0001182311,0.000007167496,0.001291659,0.00007355846,0.9961734,0.0003431406],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003169562,0.002093947,0.001249875,0.0003192281,0.001291812,0.0003822128,0.0003177827,0.0005088684,0.9906667],"genre_scores_gemma":[0.01259931,0.0002548858,0.007533095,0.00004013162,0.0003079202,4.752187e-7,0.00004036643,0.0001778569,0.9790459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1275463,"threshold_uncertainty_score":0.9999192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412230889141377,"score_gpt":0.2070972055904763,"score_spread":0.1929748966990626,"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."}}