{"id":"W6945339443","doi":"10.22008/fk2/cs5lka/htdo1x","title":"wfig1.psc","year":2021,"lang":"en","type":"dataset","venue":"Geological Survey of Denmark and Greenland (GEUS)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.001078074,0.004954204,0.003107345,0.007331557,0.001392656,0.00436215,0.004764674,0.002935939,0.2287745],"category_scores_gemma":[0.004725888,0.001745441,0.001679412,0.01203844,0.0006829222,0.003018905,0.004194023,0.002056401,0.3764035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296501,"about_ca_system_score_gemma":0.002101991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02611691,"about_ca_topic_score_gemma":0.0399776,"domain_scores_codex":[0.9989054,0.0001581794,0.00008307349,0.000449601,0.0001836266,0.00022006],"domain_scores_gemma":[0.9986222,0.0003457798,0.0001338932,0.0004406299,0.0002503191,0.0002070896],"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":[0.00003887001,0.00001039929,0.0003171572,0.0004815787,0.00002482696,0.00001248536,0.0000302776,0.0001664042,0.00006320613,0.0003963094,0.9966917,0.001766835],"study_design_scores_gemma":[0.0001905677,0.00001084515,0.001399598,0.0002012769,0.00002345665,0.00002731773,0.0000694981,0.0002640066,0.0001778315,0.001500124,0.996107,0.00002845713],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00003878972,0.00003666305,0.00004784801,0.00002533498,0.00001168286,0.000003389036,0.9982736,0.001008608,0.0005540817],"genre_scores_gemma":[0.000193152,0.00004501726,0.0001684269,0.00002463716,0.000005815033,0.00003482179,0.9986098,0.000348335,0.0005699907],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2287745,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713463262998696,"score_gpt":0.2696779553714582,"score_spread":0.2525433227414713,"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."}}