{"id":"W6956697770","doi":"10.60510/awfwi02256","title":"IGSN AWFWI02256 (EN22009-T09): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Anderson Plain), 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); Delta; Hydrology (agriculture); Vegetation (pathology); Quality (philosophy)","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":[0.0009637969,0.002965862,0.00282021,0.001931175,0.0004664712,0.0008412963,0.00333842,0.00327085,0.01019532],"category_scores_gemma":[0.001327638,0.003028454,0.0008378878,0.00136667,0.001265462,0.0003928734,0.001613606,0.002648839,0.001529982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001239783,"about_ca_system_score_gemma":0.00127506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9970818,"about_ca_topic_score_gemma":0.9978616,"domain_scores_codex":[0.9890952,0.0006679329,0.001818823,0.003932027,0.001545142,0.00294089],"domain_scores_gemma":[0.9915602,0.002152548,0.001320058,0.003583726,0.0001855102,0.001197946],"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":[0.0002492635,0.0003140204,0.007090201,0.000434665,0.002700752,0.000557667,0.001534902,0.000005381766,0.000002237725,0.0009999895,0.9851661,0.0009448473],"study_design_scores_gemma":[0.002287708,0.0002838705,0.001621837,0.0008926565,0.001589647,0.000157769,0.0007054716,0.0000348777,0.00005779456,0.003565556,0.9856533,0.003149453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005286424,0.007963888,0.0009153526,0.0003184024,0.006623546,0.001914593,0.978622,0.002614171,0.000499435],"genre_scores_gemma":[0.003432695,0.0003216928,0.005648625,0.0006268019,0.006810482,0.0005821988,0.9773708,0.004483615,0.0007231067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.008665336,"threshold_uncertainty_score":0.9996521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03134480051113394,"score_gpt":0.2603150103336549,"score_spread":0.2289702098225209,"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."}}