{"id":"W6987041144","doi":"","title":"Results of IRC's material properties studies now available","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Electrical and Thermal Properties of Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Material properties; Field (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001807297,0.0001109123,0.0002273857,0.00002853454,0.00003127133,0.00002051576,0.00009299487,0.00004391019,0.0004931818],"category_scores_gemma":[0.0001072161,0.00007734471,0.00002897619,0.00006133939,0.00005258057,0.00007805225,0.00002022277,0.00004391056,0.0001973699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002063019,"about_ca_system_score_gemma":0.000009449653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000413435,"about_ca_topic_score_gemma":0.000001161065,"domain_scores_codex":[0.9992805,0.00003774875,0.0002646463,0.0001037604,0.0001070498,0.0002062923],"domain_scores_gemma":[0.999736,0.00001671542,0.00002685362,0.0001368784,0.00005295922,0.0000305728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001009033,0.00001893466,0.000002919509,0.0001853944,0.00005639498,0.000001927981,0.0001116514,0.0001538987,0.9783905,0.0003012,0.02002152,0.0006547584],"study_design_scores_gemma":[0.0002951821,0.00007823256,0.000004197776,0.00004443087,0.000009101033,0.000002453752,0.00002241241,0.00008187113,0.9599417,0.001018694,0.03838975,0.0001119087],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8605685,0.00104499,0.000004238047,0.00007649017,0.000621194,0.0001352351,0.00002892144,0.0001744128,0.137346],"genre_scores_gemma":[0.995924,0.0004746692,0.0003473864,0.00001638241,0.00006366215,0.00001545033,0.000001699138,0.00002018465,0.003136575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1353555,"threshold_uncertainty_score":0.5399995,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03457306707906619,"score_gpt":0.2074709304930413,"score_spread":0.1728978634139751,"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."}}