{"id":"W2370668102","doi":"","title":"Advances in Study on Tidal Current Energy Resource Assessment Methods","year":2008,"lang":"en","type":"article","venue":"Haiyang kexue jinzhan","topic":"Wind Energy Research and Development","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Current (fluid); Resource (disambiguation); Tidal power; Environmental resource management; Tidal current; Environmental science; Geology; Computer science; Oceanography; Engineering; Marine engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.000372065,0.0002113888,0.0002518737,0.0002914717,0.00009534285,0.00002510964,0.0002127481,0.00004974,0.00004255066],"category_scores_gemma":[0.00002724762,0.0001921645,0.00004845438,0.0003882091,0.00002974128,0.0001430575,0.00006875049,0.0002911302,0.00002294664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002284191,"about_ca_system_score_gemma":0.00005832549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003891644,"about_ca_topic_score_gemma":0.0001168004,"domain_scores_codex":[0.9983702,0.0001839644,0.0002778554,0.0002875709,0.0004126389,0.0004677532],"domain_scores_gemma":[0.9993872,0.0001114194,0.00002250274,0.0002907946,0.000021863,0.0001662202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000950586,0.001468971,0.03889655,0.0001017773,0.00009640309,0.0004782311,0.002762828,0.09495693,0.001113952,0.0019266,0.01013601,0.8479667],"study_design_scores_gemma":[0.001783019,0.0004925785,0.1542085,0.0001280444,0.000007674154,0.0000187084,0.0009611903,0.01047828,0.00435306,0.0002929651,0.8265675,0.0007085262],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7099915,0.009117537,0.06744721,0.0001882611,0.001907961,0.0007801694,0.00001175734,0.001127649,0.209428],"genre_scores_gemma":[0.9944721,0.00074782,0.003925043,0.0000314282,0.0001677021,0.000165044,0.00001434657,0.00004338052,0.0004330621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8472582,"threshold_uncertainty_score":0.783624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03242436441426073,"score_gpt":0.3623288032485933,"score_spread":0.3299044388343326,"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."}}