{"id":"W7115680293","doi":"10.26071/46dd9824-ee01-4045","title":"Nain Bay Zooplankton Collection (2024)","year":2025,"lang":"en","type":"dataset","venue":"OGSL repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Bay; Zooplankton; Transect; Salinity; Sea ice; Snow","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004782049,0.0006832689,0.0007267718,0.0009230952,0.0006088243,0.0002528336,0.0007592433,0.001054778,0.0004644907],"category_scores_gemma":[0.0003139996,0.0007401217,0.000283379,0.001094167,0.0001412961,0.0001360811,0.0003118855,0.00128801,0.001702081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001618301,"about_ca_system_score_gemma":0.00114335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001923226,"about_ca_topic_score_gemma":0.0006425175,"domain_scores_codex":[0.9961462,0.0005116271,0.0007257485,0.001129518,0.0008966252,0.0005902624],"domain_scores_gemma":[0.9967698,0.0002539488,0.0005572218,0.001995106,0.0002258258,0.0001980895],"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":[0.000136195,0.0001716941,0.00005759741,0.0004091246,0.0002577701,0.0004987745,0.00001497061,0.000008004085,0.0008434262,0.000005178465,0.9975565,0.00004074569],"study_design_scores_gemma":[0.000420035,0.0001077978,0.0001253529,0.000476572,0.0004659959,0.0002107395,0.00001966255,0.00002494134,0.00105574,0.00001257146,0.9964368,0.0006438141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00004372201,0.001051801,0.000004235126,0.00001771872,0.01384504,0.0006147435,0.9500719,0.0003245616,0.03402633],"genre_scores_gemma":[0.00001499006,0.00008972608,0.00004372526,0.00009824475,0.001062628,0.0001824746,0.8178207,0.00006277605,0.1806247],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1465984,"threshold_uncertainty_score":0.999505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005570282249722347,"score_gpt":0.2438495920556377,"score_spread":0.2382793098059153,"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."}}