{"id":"W6956808893","doi":"10.60510/awfwi02475","title":"IGSN AWFWI02475 (EN22028-T01): Individual Sample (Biology, plant - Picea mariana) 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":[0.0008466585,0.00280471,0.00266693,0.001787056,0.0003715926,0.0007158882,0.003241339,0.002878193,0.01143725],"category_scores_gemma":[0.00088657,0.002683091,0.0008633079,0.001094504,0.001736099,0.0004030803,0.002197104,0.002379332,0.004623707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001042945,"about_ca_system_score_gemma":0.000895225,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950616,"about_ca_topic_score_gemma":0.9883433,"domain_scores_codex":[0.9896234,0.0006605969,0.001670162,0.003852646,0.0014402,0.002752978],"domain_scores_gemma":[0.9926903,0.001444044,0.00102943,0.003573741,0.0001969732,0.001065557],"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":[0.0001876588,0.0002808993,0.009933499,0.0004147279,0.002804785,0.0006068716,0.003067435,0.000004282284,0.000005641474,0.0008368967,0.9812509,0.0006064379],"study_design_scores_gemma":[0.001848769,0.0002105949,0.002745162,0.0006581723,0.001610039,0.0001218376,0.0005259251,0.00001389554,0.00007452509,0.004528569,0.9846846,0.002977845],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0008430195,0.004112459,0.0004908965,0.0002885492,0.007462109,0.001728444,0.9819819,0.002413073,0.000679599],"genre_scores_gemma":[0.003201573,0.0001980958,0.006963287,0.0005000504,0.007163871,0.0005956662,0.9743788,0.004349233,0.002649423],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.007603051,"threshold_uncertainty_score":0.9999222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02787191305304624,"score_gpt":0.2504093124502864,"score_spread":0.2225373993972401,"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."}}