{"id":"W6926674972","doi":"10.25545/glkhd9/9t5cbm","title":"Figure 2024-06-14 072939.png","year":2024,"lang":"en","type":"dataset","venue":"UNB Dataverse","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Identification (biology); Set (abstract data type); Work (physics)","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":["insufficient_payload"],"category_scores_codex":[0.0009332071,0.003582797,0.002643416,0.00564151,0.001231757,0.004946627,0.00370673,0.003107154,0.4839607],"category_scores_gemma":[0.006198233,0.001234064,0.001588021,0.01014639,0.0006987909,0.002861942,0.003374011,0.002193713,0.5406728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001892337,"about_ca_system_score_gemma":0.002540211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02461111,"about_ca_topic_score_gemma":0.03547319,"domain_scores_codex":[0.9990308,0.0001229349,0.00008115372,0.0003349752,0.000243423,0.0001867439],"domain_scores_gemma":[0.9978487,0.0006669853,0.000157292,0.0004914314,0.0004951875,0.0003403562],"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":[0.0000316013,0.000008155454,0.0001165209,0.0004059729,0.00001181983,0.00000687334,0.00001099582,0.00008908564,0.00006060293,0.0002823265,0.9981193,0.0008568646],"study_design_scores_gemma":[0.0002191816,0.00001174326,0.0007958388,0.0002987429,0.00001817614,0.00002184351,0.00004435453,0.0001881998,0.0002389219,0.001406423,0.9967331,0.00002357179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00001808139,0.0000390865,0.00002776807,0.00003748212,0.00002077771,0.00000457675,0.9982659,0.0005572439,0.001029169],"genre_scores_gemma":[0.0001603286,0.00006472427,0.0001347008,0.00006219678,0.000009277866,0.00004271193,0.9980128,0.0003380488,0.001175317],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5160394,"threshold_uncertainty_score":0.7360675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174898947352481,"score_gpt":0.3005911530217383,"score_spread":0.2788421635482135,"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."}}