{"id":"W6975790540","doi":"10.60510/awfwi02482","title":"IGSN AWFWI02482 (EN22029-T05): Individual Sample (Biology, plant - Picea glauca) from Peel River Watershed, Northwest Territories, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy); Hydrology (agriculture); Period (music)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0007996351,0.002894326,0.002726542,0.001742672,0.0003721105,0.0006832202,0.003284262,0.002835515,0.01063012],"category_scores_gemma":[0.000850472,0.002748602,0.0008941629,0.001093596,0.002214809,0.0004068453,0.002091484,0.002427157,0.004865602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001060606,"about_ca_system_score_gemma":0.0009241102,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9943417,"about_ca_topic_score_gemma":0.9849972,"domain_scores_codex":[0.9893661,0.0006025773,0.001741406,0.003907192,0.001522109,0.002860624],"domain_scores_gemma":[0.9926786,0.001402297,0.001040487,0.003565757,0.0002179541,0.001094917],"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":[0.000165976,0.0003386082,0.01414223,0.0004330807,0.002529657,0.0004801273,0.003989683,0.000003364604,0.00001040334,0.0005461949,0.9768347,0.0005260191],"study_design_scores_gemma":[0.001848706,0.0002433119,0.003356213,0.0007382832,0.001510086,0.0001272114,0.0005786305,0.00001097494,0.0001146661,0.003417096,0.9850041,0.003050721],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002138546,0.0049442,0.0004501876,0.0002239764,0.007453179,0.00173793,0.9799617,0.002631015,0.0004592812],"genre_scores_gemma":[0.005728777,0.0002019082,0.006264783,0.0004415221,0.007267561,0.0006371584,0.9729424,0.004436926,0.002078943],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01078601,"threshold_uncertainty_score":0.9998743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02841831011147945,"score_gpt":0.2556464991543145,"score_spread":0.227228189042835,"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."}}