{"id":"W2562274926","doi":"10.17161/chimeres.v33i1.6483","title":"Chimères, Volume XXXII (Front Matter)","year":2016,"lang":"fr","type":"article","venue":"Chimères","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Front (military); Geology; Physics; Thermodynamics; Oceanography","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":[0.0009527017,0.0007705667,0.0004731753,0.001419437,0.001881436,0.006625187,0.001004393,0.001996885,0.6588801],"category_scores_gemma":[0.002562455,0.0004666254,0.000519596,0.001633285,0.001014626,0.002413145,0.001642679,0.002115981,0.3446257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001734584,"about_ca_system_score_gemma":0.00192542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004997675,"about_ca_topic_score_gemma":0.0183893,"domain_scores_codex":[0.99934,0.00004085496,0.0000233253,0.0001017648,0.0004384914,0.00005547976],"domain_scores_gemma":[0.9984623,0.0003151164,0.00009946596,0.0002234333,0.0005368773,0.0003627005],"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":[0.00001845671,0.00001828018,0.0001424979,0.0001143716,0.000003686662,0.0000613625,0.00004396574,0.00005681218,0.0007954849,0.003776818,0.9369873,0.05798087],"study_design_scores_gemma":[7.82324e-7,0.000002558272,0.0001376303,0.00002920208,6.524803e-7,0.00004190012,0.00002452981,0.00001696934,0.0001186116,0.0001861026,0.9994397,0.000001292616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001117097,0.01153195,0.001661961,0.01091824,0.03753072,0.00006198433,0.001249928,0.001531624,0.9343964],"genre_scores_gemma":[0.001756015,0.00311018,0.0004372252,0.00101553,0.002452546,0.00001221695,0.0003486644,0.0004223505,0.9904453],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6588801,"threshold_uncertainty_score":0.4865662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00886533519328816,"score_gpt":0.2555223312476442,"score_spread":0.246656996054356,"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."}}