{"id":"W7067540148","doi":"","title":"Marshall University uses Second Wind’s solutions to plan clean energy futures","year":2011,"lang":"en","type":"other","venue":"Alternative Energy","topic":"Protist diversity and phylogeny","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Futures contract; Plan (archaeology); Clean energy; Energy (signal processing); Clean technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[],"category_scores_codex":[0.00003734847,0.0002911345,0.0002165553,0.0001772893,0.0001306028,0.00001368477,0.0005953284,0.0003359154,0.002117147],"category_scores_gemma":[0.000008438113,0.0003271462,0.0001343875,0.00007450784,0.0001024392,0.000003557363,0.0004689482,0.00009156765,0.00005351609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003295365,"about_ca_system_score_gemma":0.00007044507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008635783,"about_ca_topic_score_gemma":0.04618603,"domain_scores_codex":[0.9988243,0.0001064335,0.00009276417,0.0005325731,0.0001186068,0.0003253176],"domain_scores_gemma":[0.9992451,0.00000779423,0.000127774,0.0003963649,0.00004731588,0.00017566],"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":[0.0001446595,0.0001029417,0.0003157613,0.00001563963,0.0007244295,0.00007832277,0.0001074677,0.00001587244,0.003652002,0.03113405,0.9590933,0.0046156],"study_design_scores_gemma":[0.0002981848,0.0001856305,0.000483978,0.0000271815,0.00003551329,0.000006746175,0.000096255,0.000001209161,0.0228488,0.0002189545,0.9754022,0.0003953309],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005111095,0.001305021,0.006730504,0.0000500346,0.001140078,0.000149763,0.002393431,0.00007794935,0.9830421],"genre_scores_gemma":[0.1142344,0.0008992605,0.0002990963,0.001021229,0.001413863,0.000003493317,0.0008616578,0.0001775201,0.8810894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1091233,"threshold_uncertainty_score":0.999918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01987316407340424,"score_gpt":0.2058657554562729,"score_spread":0.1859925913828687,"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."}}