{"id":"W6910595799","doi":"10.4224/40000430","title":"Report of a group set up to review wavemakers and wavemaking technology in OCRE facilities","year":2014,"lang":"en","type":"article","venue":"NPARC","topic":"Wave and Wind Energy Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Set (abstract data type); Position (finance); Field (mathematics); Order (exchange); Control (management)","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":[],"consensus_categories":[],"category_scores_codex":[0.000292615,0.00009824237,0.0002963502,0.0001421293,0.00001212073,0.000004710771,0.00006630228,0.00007489692,0.0000225962],"category_scores_gemma":[0.00008557845,0.00009234441,0.00002581219,0.0002092995,0.00002638951,0.00003690208,0.0000338237,0.0000824442,0.000006189913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002142863,"about_ca_system_score_gemma":0.000004512192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003422447,"about_ca_topic_score_gemma":0.00004839733,"domain_scores_codex":[0.9992748,0.00001762118,0.0003120762,0.0001383964,0.00008809501,0.0001690192],"domain_scores_gemma":[0.9996471,0.00002021732,0.00003145291,0.0002465961,0.00001738975,0.00003719536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006229178,0.000081955,0.04435904,0.07084426,0.0006141799,0.001230453,0.0162736,0.006248642,0.330743,0.1516635,0.1318612,0.246018],"study_design_scores_gemma":[0.0008868888,0.0002678534,0.002269377,0.01118607,0.00004945795,0.001057075,0.002335998,0.007033774,0.01292666,0.01297869,0.9480686,0.0009395993],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9544212,0.003861635,0.002141674,0.001062948,0.0004925426,0.0003747426,0.00001413017,0.0002592019,0.0373719],"genre_scores_gemma":[0.9985787,0.0002934562,0.00044149,0.00006061732,0.00002651525,0.00002743877,0.000004864537,0.00001304063,0.0005539019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8162073,"threshold_uncertainty_score":0.3765696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01260032100619234,"score_gpt":0.2231954290500059,"score_spread":0.2105951080438135,"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."}}