{"id":"W7143985595","doi":"10.14943/doctoral.k14769","title":"海草コアマモの在来集団と移入集団の間における季節性、形質、葉上動物群集の変異","year":2022,"lang":"en","type":"dissertation","venue":"Institutional Repositories DataBase (IRDB)","topic":"Educational Robotics and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Japan Society for the Promotion of Science; Natural Sciences and Engineering Research Council of Canada; Tokyo University of Agriculture; Ministry of Education, India; Environmental Restoration and Conservation Agency","keywords":"Work (physics); Identification (biology); Natural (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001961887,0.0003003895,0.0002609464,0.001658914,0.002176264,0.006150094,0.0005414661,0.0009044799,0.02817712],"category_scores_gemma":[0.003609422,0.0003813448,0.0002866299,0.002557182,0.002427115,0.004236938,0.0009006076,0.001187613,0.01225214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00280707,"about_ca_system_score_gemma":0.005580989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03915527,"about_ca_topic_score_gemma":0.0581264,"domain_scores_codex":[0.9989818,0.0001061484,0.0000743864,0.0002162355,0.0005215171,0.00009987625],"domain_scores_gemma":[0.997798,0.0005019417,0.0001901018,0.0002190455,0.001078197,0.0002127022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002277671,0.0001478762,0.01469465,0.0006585572,0.00004136312,0.0004406882,0.00648099,0.0006563241,0.0101941,0.2037562,0.1603938,0.6023078],"study_design_scores_gemma":[0.00003896622,0.00005991457,0.03601116,0.0003551576,0.00009513557,0.0007392667,0.006373434,0.001177002,0.01508248,0.07031545,0.8696744,0.00007768806],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07147882,0.01578365,0.05608435,0.02047901,0.001604081,0.000261083,0.00529497,0.001333255,0.8276809],"genre_scores_gemma":[0.429357,0.02257651,0.0929044,0.002880011,0.001323514,0.0002487902,0.005294742,0.0005481322,0.4448669],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03915527,"threshold_uncertainty_score":0.09426183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01211553396142251,"score_gpt":0.2642657279752865,"score_spread":0.252150194013864,"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."}}