{"id":"W4233241647","doi":"10.5206/notabene.v6i1.6584","title":"Forward and Front Matter","year":2013,"lang":"en","type":"article","venue":"Nota bene","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Ottawa","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006001836,0.002006238,0.001004899,0.001362432,0.002414513,0.006559851,0.0009906745,0.005197086,0.8567913],"category_scores_gemma":[0.001522977,0.0006708442,0.001208326,0.001031269,0.00162796,0.002705887,0.00256674,0.002655862,0.8190249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025054,"about_ca_system_score_gemma":0.001555677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001631654,"about_ca_topic_score_gemma":0.003023273,"domain_scores_codex":[0.9993964,0.000043292,0.00002141816,0.0002325135,0.0001661112,0.0001402714],"domain_scores_gemma":[0.9992643,0.0001664014,0.0000512685,0.0001050743,0.0001862978,0.0002266728],"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":[0.000262386,0.0001716256,0.0005486565,0.0004546722,0.00003747553,0.0002652247,0.0001412427,0.0002952744,0.00703715,0.03661542,0.5387982,0.4153727],"study_design_scores_gemma":[0.00001474519,0.0000201654,0.0003778229,0.000127889,0.00000919477,0.0001119491,0.0001178439,0.0001260721,0.0005409,0.003408003,0.9951372,0.000008352458],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009821508,0.001445778,0.0008323007,0.005097905,0.006699399,0.00003337108,0.0008507236,0.0004417917,0.9836166],"genre_scores_gemma":[0.00250915,0.0004405342,0.0003529662,0.0007267878,0.00034925,0.00001276571,0.0002898237,0.0001494678,0.9951693],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1432087,"threshold_uncertainty_score":0.2042698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009032601738615484,"score_gpt":0.2446481602687312,"score_spread":0.2356155585301157,"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."}}