{"id":"W7049907990","doi":"","title":"Le Vichy de Laval","year":2017,"lang":"fr","type":"other","venue":"Cairn.info","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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":[0.0002399925,0.0003692617,0.0004124764,0.0001248669,0.0003292517,0.0002771181,0.0008587773,0.000234309,0.8007695],"category_scores_gemma":[0.00004750193,0.0003988559,0.000250104,0.00006040168,0.0002936735,0.0000236079,0.0004211845,0.0004711833,0.008238289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064339,"about_ca_system_score_gemma":0.00201957,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05923327,"about_ca_topic_score_gemma":0.008037568,"domain_scores_codex":[0.9981655,0.00007887748,0.0002544417,0.0004275514,0.000368386,0.0007051699],"domain_scores_gemma":[0.9982175,0.00008205939,0.0002476933,0.00101512,0.0001076704,0.0003300153],"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":[0.00001185949,0.0001192153,0.002971937,0.00009920247,0.0001158556,0.00002456984,0.0003294372,0.000002603742,0.0007680842,0.08170009,0.5230086,0.3908485],"study_design_scores_gemma":[0.0008166239,0.00008433275,0.002913598,0.0002166527,0.0000485247,0.000001645303,0.0001237719,0.0002300907,0.0004715922,0.0002045603,0.9945025,0.00038611],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007558143,0.0004695764,0.0008855319,0.007043204,0.0006163011,0.0006067344,0.0000955284,0.00003184136,0.9894955],"genre_scores_gemma":[0.004130418,0.00009619597,0.0004026735,0.00009100767,0.001701533,0.00008764508,0.00006338357,0.0000986719,0.9933285],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7925313,"threshold_uncertainty_score":0.9998463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008958146298507517,"score_gpt":0.2569091519481476,"score_spread":0.24795100564964,"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."}}