{"id":"W6925338600","doi":"10.17632/vb4xvxk86v","title":"Sponge Assemblages and Predicted Archetypes in the Eastern Canadian Arctic","year":2019,"lang":"en","type":"dataset","venue":"Mendeley Data","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; Sponge; Bay; Fauna; Taxon; Cape","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"],"consensus_categories":[],"category_scores_codex":[0.0009867228,0.0003745436,0.0005973043,0.0003490818,0.00005679108,0.0001021671,0.001746151,0.0002397984,0.0002671499],"category_scores_gemma":[0.000873483,0.0002752893,0.00003708616,0.000275171,0.0001149215,0.0001986009,0.0006930519,0.0008052011,0.0003547385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001613308,"about_ca_system_score_gemma":0.0009774901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1518996,"about_ca_topic_score_gemma":0.5106431,"domain_scores_codex":[0.9972798,0.0003109918,0.0003778014,0.0009017666,0.0005686565,0.0005610298],"domain_scores_gemma":[0.9944496,0.000245036,0.0001354793,0.004739131,0.0000661369,0.0003646716],"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":[0.000074255,0.00007680449,0.0130507,0.0006319201,0.0001167269,0.0006132794,0.00003387803,3.246012e-7,0.000001558934,0.000002134403,0.9846455,0.0007529313],"study_design_scores_gemma":[0.0007538968,0.00007779351,0.06681139,0.0004231376,0.0002431384,0.0001237412,0.00008237409,0.0002406644,2.935458e-7,0.000008316109,0.9309893,0.0002459306],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002212326,0.0009553877,0.000001370669,0.001267416,0.0002310535,0.000966899,0.9940957,0.00002325914,0.0002465642],"genre_scores_gemma":[0.01141166,0.0007048006,0.00003245988,0.001557571,0.0002496897,0.00003122014,0.9857643,0.00003297246,0.000215285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3587434,"threshold_uncertainty_score":0.9999699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07680203725846485,"score_gpt":0.3287526094908559,"score_spread":0.2519505722323911,"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."}}