{"id":"W4248978415","doi":"10.1515/secm-2014-frontmatter4","title":"Frontmatter","year":2014,"lang":"en","type":"article","venue":"Science and Engineering of Composite Materials","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002630795,0.001471599,0.0007784883,0.001560501,0.0009826791,0.002956529,0.001021957,0.002020676,0.9196652],"category_scores_gemma":[0.0005571587,0.0004087599,0.0006130516,0.0009646335,0.0005242967,0.002067892,0.001770051,0.001343713,0.8886214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492259,"about_ca_system_score_gemma":0.0003577481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005482023,"about_ca_topic_score_gemma":0.001315791,"domain_scores_codex":[0.9997581,0.00001212467,0.00000830903,0.00009219657,0.00008883182,0.00004045401],"domain_scores_gemma":[0.9996997,0.00006656933,0.00002176574,0.00005156407,0.00007324218,0.00008709777],"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":[0.0002123248,0.0001908615,0.0005661397,0.0005048145,0.00001974966,0.0004120323,0.00009570222,0.0002921765,0.01464745,0.01925007,0.3686925,0.5951163],"study_design_scores_gemma":[0.00002436036,0.00006373756,0.0009143233,0.00008218305,0.000006894648,0.0003459553,0.00004241131,0.0002483882,0.001953593,0.001751294,0.9945567,0.00001013031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001562247,0.0008859389,0.001695337,0.0005245337,0.001167595,0.0000475032,0.001061104,0.0008334485,0.9922222],"genre_scores_gemma":[0.002288527,0.0004025432,0.0005517696,0.0001437079,0.0001056273,0.00001433777,0.0004704121,0.0001672567,0.9958559],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08033484,"threshold_uncertainty_score":0.1145879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005668562708118422,"score_gpt":0.2051929763102638,"score_spread":0.1995244136021454,"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."}}