{"id":"W6936828842","doi":"10.5886/zhzog1","title":"Spiders and dytiscids from fens in Eastern Québec","year":2021,"lang":"en","type":"dataset","venue":"Canadensys","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie","funders":"","keywords":"Context (archaeology); Habitat; Vegetation (pathology); Spider; Natural (archaeology)","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":["insufficient_payload"],"category_scores_codex":[0.0001640821,0.0005147117,0.0007753499,0.0003867579,0.00006613306,0.0001505557,0.0004733585,0.0004701086,0.001446707],"category_scores_gemma":[0.0003203757,0.0005846488,0.00007767048,0.0003437464,0.0001925881,0.00008322958,0.000295359,0.0008230082,0.0025094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234561,"about_ca_system_score_gemma":0.002513282,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9543065,"about_ca_topic_score_gemma":0.9974857,"domain_scores_codex":[0.9973008,0.0001977845,0.0004593565,0.0009543194,0.0004711509,0.0006166025],"domain_scores_gemma":[0.9980015,0.0001504469,0.0002044332,0.001150906,0.00006196572,0.0004308],"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":[0.00001082649,0.00001763921,0.002233001,0.00007286303,0.00008462014,0.002878872,0.00008005132,0.000003163824,0.00002589598,6.47076e-7,0.9944218,0.0001705903],"study_design_scores_gemma":[0.0005567926,0.00001456932,0.004895613,0.0003860159,0.0001292932,0.00004516014,0.000345657,0.00001799658,0.000008002891,0.00001320691,0.9930024,0.0005853106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01262774,0.004736731,3.10745e-7,0.0004588463,0.0006095461,0.0002211809,0.9812127,0.00003362013,0.00009935227],"genre_scores_gemma":[0.0008161915,0.00008617455,0.0000237237,0.0005239085,0.0003636339,0.00002737314,0.9973218,0.0001199623,0.0007171827],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04317919,"threshold_uncertainty_score":0.9996605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833614790120465,"score_gpt":0.2448988031191547,"score_spread":0.22656265521795,"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."}}