{"id":"W7056770482","doi":"","title":"At Guelph Volume 48 Number 1 to Number 10, 2004","year":2017,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[0.0006330598,0.0004345344,0.0007666856,0.00008026075,0.0005220595,0.0000916256,0.003099219,0.0004090236,0.346169],"category_scores_gemma":[0.00008603317,0.0003855081,0.0002525066,0.00007611054,0.0006666867,0.0002263631,0.001918926,0.0001581077,0.18951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980504,"about_ca_system_score_gemma":0.0001056965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009233188,"about_ca_topic_score_gemma":0.000772745,"domain_scores_codex":[0.997797,0.000233864,0.0002094151,0.0006080823,0.0005648031,0.0005868959],"domain_scores_gemma":[0.9969242,0.00003838245,0.0007126047,0.001983307,0.0001297793,0.0002117544],"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":[0.0002614613,0.00002684135,0.00006038812,0.00009091323,0.00005017173,0.00002669209,0.0002927029,0.00000550407,0.2503423,0.00003163821,0.7486777,0.0001336618],"study_design_scores_gemma":[0.0005379688,0.00003468138,0.001813267,0.0002126511,0.0001592801,0.00002379013,0.0001717634,0.000001800308,0.002617746,0.00003630212,0.9938696,0.0005211374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1443672,0.0003021196,0.00006540149,0.002026626,0.002536729,0.0009038314,0.0008711182,0.0004115118,0.8485155],"genre_scores_gemma":[0.1637931,0.0000538497,0.0007712894,0.0001064513,0.0004451131,9.953725e-7,0.00002471936,0.000218061,0.8345864],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2477245,"threshold_uncertainty_score":0.9998597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01851809710954153,"score_gpt":0.2289000723583573,"score_spread":0.2103819752488158,"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."}}