{"id":"W6963912133","doi":"10.22008/fk2/wp1tr3/ksls1r","title":"w50tfbw4.rtl","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Apotex Pharmachem (Canada)","funders":"","keywords":"Process (computing); Identification (biology); Product (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001211952,0.002922894,0.002313555,0.005096754,0.0008347252,0.003531616,0.004017615,0.002793812,0.279376],"category_scores_gemma":[0.007065223,0.00143376,0.001475485,0.01147396,0.0005723128,0.002420367,0.002698331,0.002025122,0.3345286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001412303,"about_ca_system_score_gemma":0.002206904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03534801,"about_ca_topic_score_gemma":0.04491967,"domain_scores_codex":[0.9988311,0.0002148988,0.0001405274,0.0003400035,0.0002254653,0.0002479407],"domain_scores_gemma":[0.9978872,0.0005949778,0.0002065705,0.0005610703,0.0004822083,0.0002678386],"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":[0.00002874495,0.000007519982,0.0001673096,0.0003475737,0.00001551231,0.00000579181,0.00001375576,0.0001347536,0.00003020903,0.0003067459,0.9981451,0.0007969031],"study_design_scores_gemma":[0.0003058652,0.00001235607,0.001287917,0.0002766796,0.00002201778,0.00002178811,0.00006304774,0.0003052577,0.0001570837,0.001577387,0.995944,0.00002659983],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00002138488,0.00001703833,0.00003057592,0.00002278709,0.000008983254,0.000003388349,0.9992539,0.0002758599,0.000365993],"genre_scores_gemma":[0.0001497111,0.00003285842,0.0001251826,0.00002921137,0.000005194868,0.00004982393,0.998799,0.0002195046,0.0005896556],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.720624,"threshold_uncertainty_score":0.934606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826827529010022,"score_gpt":0.2306285059273281,"score_spread":0.2023602306372279,"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."}}