{"id":"W6926093799","doi":"10.22008/fk2/cs5lka/x9vctn","title":"wz10a4.rtl","year":2022,"lang":"pl","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"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":[0.001169477,0.003751614,0.002204265,0.00692221,0.0009607335,0.003667625,0.003851315,0.003063753,0.2956075],"category_scores_gemma":[0.007492787,0.001562166,0.001997286,0.01114576,0.0006545518,0.001837918,0.002853977,0.00201708,0.3844309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198514,"about_ca_system_score_gemma":0.002535187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0301674,"about_ca_topic_score_gemma":0.04392165,"domain_scores_codex":[0.9987661,0.0001950888,0.0001367429,0.0003962524,0.0002453719,0.0002605137],"domain_scores_gemma":[0.9974293,0.0007675586,0.0002519414,0.0006819234,0.0005154408,0.0003538045],"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":[0.00003474528,0.00001185205,0.0002946526,0.0004446834,0.0000228348,0.000007798383,0.00002293393,0.000224892,0.0000631638,0.0002522517,0.9974367,0.001183552],"study_design_scores_gemma":[0.0003187146,0.00001663212,0.00172172,0.000199177,0.00003925461,0.00002390113,0.00009593203,0.0004059884,0.0002226283,0.001394057,0.9955274,0.00003461992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003277474,0.00001720372,0.00003587879,0.00002057171,0.000009872778,0.000004193222,0.9991735,0.0003913905,0.0003146706],"genre_scores_gemma":[0.0001627673,0.00002888872,0.0001920844,0.00002795762,0.000004633578,0.00005477021,0.9986843,0.0002404625,0.0006041524],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7043924,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04923830176996122,"score_gpt":0.3003332002611616,"score_spread":0.2510948984912004,"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."}}