{"id":"W6888725974","doi":"10.21966/ywpm-xf34","title":"Jellyfish Monitoring UAV Imagery - Pruth Bay - Calvert Island - British Columbia - Canada","year":2016,"lang":"en","type":"dataset","venue":"Hakai Institute","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Jellyfish; Transect; Georeference; Bay; Aerial survey; Biomass (ecology); Aerial photography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005423033,0.0009729674,0.00146987,0.0002026088,0.000936931,0.002184549,0.00191403,0.0008547246,0.003964052],"category_scores_gemma":[0.0006827655,0.001424115,0.0003099276,0.0005899055,0.0006902147,0.001316904,0.000739573,0.001456051,0.002977497],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002764051,"about_ca_system_score_gemma":0.007573642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9960864,"about_ca_topic_score_gemma":0.9996875,"domain_scores_codex":[0.9929245,0.0001911472,0.001206293,0.00181898,0.001981751,0.001877362],"domain_scores_gemma":[0.9954633,0.0001588328,0.0007597434,0.002373434,0.0003965202,0.0008481749],"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":[0.00002415537,0.00009921794,0.002347718,0.0003324683,0.0003349769,0.0073489,0.000006792976,0.000004630836,0.00004363676,4.135475e-7,0.9885941,0.0008630526],"study_design_scores_gemma":[0.001272531,0.00003083635,0.004108333,0.002275465,0.0003389693,0.0006952153,0.000007855283,0.000001499114,0.00002853074,0.0000182674,0.9894157,0.001806769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003141541,0.0006339062,0.000008715525,0.00003689371,0.01627575,0.0009339303,0.976732,0.0002915763,0.001945719],"genre_scores_gemma":[0.0005738561,0.000668334,0.0001018273,0.0002161671,0.00471484,0.0002265406,0.9800933,0.0003309012,0.01307425],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01156091,"threshold_uncertainty_score":0.9988513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01156663474828263,"score_gpt":0.2242117321708244,"score_spread":0.2126450974225417,"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."}}