{"id":"W6926382505","doi":"10.21963/12754","title":"Benthic Marine Sponges Collected from Baffin Bay, North Labrador Sea, and Davis Strait aboard the CCGS Amundsen 2015 to 2017 as part of ArcticNet HiBio Project","year":2021,"lang":"en","type":"dataset","venue":"Canadian Cryospheric Information Network","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sponge; Benthic zone; Taxonomy (biology); Hook; Benthic habitat; Sponge spicule; Bay; Remotely operated vehicle","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002275245,0.0003910658,0.0005864538,0.0001226834,0.0004948674,0.0001769513,0.0003890027,0.0005831399,0.005492185],"category_scores_gemma":[0.0001559276,0.0003302469,0.00009281106,0.0007126893,0.0001214345,0.0002720478,0.0001958999,0.0005110187,0.0002863944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637284,"about_ca_system_score_gemma":0.001572933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3438326,"about_ca_topic_score_gemma":0.9092675,"domain_scores_codex":[0.9981636,0.000230522,0.000714298,0.0002753091,0.00005502592,0.0005612273],"domain_scores_gemma":[0.9982414,0.0001748069,0.0004661958,0.0006752971,0.0003016752,0.0001405826],"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":[0.0001136417,0.00001663686,0.0005266815,0.00005685032,0.0003635865,0.000003417751,0.000245041,0.0001025684,0.00000466272,0.00001884538,0.9960322,0.002515805],"study_design_scores_gemma":[0.0005672799,0.0001486302,0.03803966,0.0001042508,0.0001761568,0.0000441867,0.0002530938,0.000007587741,0.000007554967,0.000009588945,0.9603032,0.0003388349],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.07058939,0.0009467984,0.000003464844,0.0006563633,0.003090404,0.001171695,0.9231019,0.00003613118,0.0004038282],"genre_scores_gemma":[0.002463413,0.001069414,0.0001157631,0.001098575,0.0004475171,0.0001143363,0.9937956,0.00001972232,0.0008756082],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5654349,"threshold_uncertainty_score":0.9999149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009592828812046,"score_gpt":0.2223132041752705,"score_spread":0.2122172758871501,"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."}}