{"id":"W7019941166","doi":"","title":"Invitation to REC Silicon ASA's first quarter 2018 results","year":2018,"lang":"en","type":"other","venue":"","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Silicon valley; Period (music)","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":[0.003773036,0.00103054,0.001147847,0.001884387,0.003186901,0.008761968,0.001679653,0.004901569,0.5335804],"category_scores_gemma":[0.01293804,0.0004082126,0.001537506,0.001018492,0.0007400485,0.002828503,0.003060143,0.00548007,0.4768248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002622511,"about_ca_system_score_gemma":0.003853523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004211063,"about_ca_topic_score_gemma":0.01492808,"domain_scores_codex":[0.996935,0.0002726203,0.00008809639,0.0002357429,0.001956862,0.0005116317],"domain_scores_gemma":[0.9893422,0.001084395,0.0002664405,0.0008282253,0.005454297,0.003024416],"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":[0.00002444623,0.00001721108,0.00003797737,0.00001149176,0.000001063864,0.00001520004,0.000004048014,0.00001614329,0.00005050379,0.0003967712,0.9952004,0.004224723],"study_design_scores_gemma":[0.00001972075,0.0000273438,0.0004980101,0.00003208925,0.000003311916,0.00002260973,0.00004494827,0.0002438235,0.0003065628,0.002001383,0.9967905,0.000009669108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001979476,0.001760777,0.005184522,0.1338459,0.185507,0.0005926169,0.01603756,0.007218167,0.6478741],"genre_scores_gemma":[0.002482025,0.0002138986,0.0007085084,0.007060424,0.005087795,0.000124359,0.00238095,0.001267111,0.9806749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5335804,"threshold_uncertainty_score":0.665291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01257632987068192,"score_gpt":0.2707648817112032,"score_spread":0.2581885518405213,"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."}}