{"id":"W6957029259","doi":"10.60510/awfwi02876","title":"IGSN AWFWI02876 (EN22065-T28): Individual Sample (Biology, plant - Salix sp.) from Northern Rocky Mountains, British Columbia, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Marine Bivalve and Aquaculture Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Vegetation (pathology); Quality (philosophy); Population","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":["insufficient_payload"],"category_scores_codex":[0.0002755802,0.0007642728,0.001053404,0.00009262668,0.000326978,0.0005366124,0.001181373,0.000788522,0.02872144],"category_scores_gemma":[0.0003326106,0.0009289596,0.0004070644,0.0003559836,0.0006807424,0.0001237163,0.001893918,0.0007731022,0.001058633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003542463,"about_ca_system_score_gemma":0.00008274806,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9972486,"about_ca_topic_score_gemma":0.9988819,"domain_scores_codex":[0.9957191,0.0001494508,0.0006782781,0.001728777,0.0006566898,0.001067654],"domain_scores_gemma":[0.9980341,0.0003363854,0.0003514376,0.0009271763,0.00002158066,0.0003293769],"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":[0.000008378755,0.0001039935,0.05829515,0.00008627446,0.0004838668,0.0001048374,0.0005335531,0.000003660884,0.000001800533,0.0000165752,0.9353889,0.004973048],"study_design_scores_gemma":[0.0004999324,0.00009675535,0.01369806,0.000238013,0.0002923917,0.00004273387,0.0003760286,0.000005708364,0.000005075751,0.003215208,0.9804087,0.001121405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003072799,0.003437498,0.0002911095,0.0001871162,0.001025311,0.0008115386,0.9839826,0.0004918196,0.00670022],"genre_scores_gemma":[0.006276976,0.0007228069,0.001647065,0.0008377394,0.001398582,0.000237059,0.9724447,0.0005886219,0.01584642],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04501983,"threshold_uncertainty_score":0.9997191,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01374852187975531,"score_gpt":0.2276832698729457,"score_spread":0.2139347479931904,"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."}}