{"id":"W2158899217","doi":"10.1002/pssc.201160123","title":"Preface: Phys. Status Solidi C 9/2011","year":2011,"lang":"en","type":"article","venue":"Physica status solidi. C, Conferences and critical reviews/Physica status solidi. C, Current topics in solid state physics","topic":"Inorganic Chemistry and Materials","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Nemzeti Kutatási és Technológiai Hivatal; University of Cambridge; Budapesti Műszaki és Gazdaságtudományi Egyetem","keywords":"Library science; Political science; Engineering physics; Engineering; Computer science","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":["metaepi_narrow"],"category_scores_codex":[0.0005281024,0.002278154,0.003553603,0.0001460794,0.0007489527,0.0006210069,0.00126835,0.0004441535,0.001669345],"category_scores_gemma":[0.0005739302,0.002142871,0.0008561647,0.0006669462,0.001617816,0.001337495,0.001126698,0.002189835,0.0004154932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004474426,"about_ca_system_score_gemma":0.001263293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000619667,"about_ca_topic_score_gemma":0.00008107252,"domain_scores_codex":[0.9876934,0.0004729896,0.002776419,0.002745944,0.001243757,0.005067451],"domain_scores_gemma":[0.9935169,0.000637625,0.001028318,0.002099043,0.0008061064,0.001912028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001952713,0.01835702,0.006155834,0.03248624,0.00132614,0.0003266822,0.0459292,0.00004986368,0.1409492,0.3430716,0.01001593,0.3993797],"study_design_scores_gemma":[0.007188525,0.001046259,0.002553153,0.00455275,0.001640163,0.00004305441,0.003587898,0.002883432,0.2569122,0.3143119,0.3964495,0.008831112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7879148,0.04560906,0.005610093,0.001195382,0.006886005,0.005590028,0.01057188,0.001901757,0.134721],"genre_scores_gemma":[0.899886,0.09544368,0.0006695593,0.0001927456,0.001900653,0.0005788507,0.0006287725,0.0002276397,0.00047208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3905486,"threshold_uncertainty_score":0.9992433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07808184592553068,"score_gpt":0.3441869332644788,"score_spread":0.2661050873389481,"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."}}