{"id":"W6960136521","doi":"10.13140/rg.2.1.2243.8008","title":"Validation of the IEC Technical Specification for Tidal Resource Assessment in the Bay of Fundy, Canada","year":2016,"lang":"en","type":"other","venue":"","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bay; Resource (disambiguation); Key (lock); Model validation","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002762334,0.00006569771,0.0001074909,0.000002765204,0.00002313165,0.000007091852,0.0004702035,0.000107622,0.001704698],"category_scores_gemma":[0.00008463088,0.00001406129,0.00005826205,0.00009850886,0.00006582912,0.000006363513,0.0000427637,0.0001037185,7.138976e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004603709,"about_ca_system_score_gemma":0.00006949757,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02771711,"about_ca_topic_score_gemma":0.4420822,"domain_scores_codex":[0.9991738,0.00005887622,0.0001702195,0.0001275922,0.0003514984,0.0001180708],"domain_scores_gemma":[0.9993246,0.0003930296,0.000130406,0.0001006566,0.00002743605,0.00002390483],"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":[0.00002127325,0.00009521501,0.001642956,0.00004305257,0.00001004459,1.917833e-7,0.000002236371,1.517696e-7,0.2406047,0.00180445,0.7459576,0.009818066],"study_design_scores_gemma":[0.00009014582,0.00004676352,0.02666951,0.0000751296,0.000005092429,4.834893e-7,0.0001055549,0.000001693348,0.02180784,0.0002358189,0.9508912,0.000070768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03660582,0.00006351589,0.00002739242,0.01319262,0.000046269,0.0009319826,0.0004122799,0.0000147309,0.9487054],"genre_scores_gemma":[0.8532191,0.00002612664,0.00005035315,0.00007268326,0.0001933739,0.00004259415,0.00005223683,0.000002939707,0.1463406],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8166133,"threshold_uncertainty_score":0.9992079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310960708142416,"score_gpt":0.2723224593224636,"score_spread":0.2492128522410395,"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."}}