{"id":"W6975878837","doi":"10.60510/awfwi02442","title":"IGSN AWFWI02442 (EN22022-T04): Individual Sample (Biology, plant - Picea mariana) from Mackenzie Delta (Peel 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":[0.00107616,0.003210623,0.003064033,0.002096074,0.0004860583,0.0008958666,0.004070875,0.003374717,0.01212662],"category_scores_gemma":[0.001720948,0.003294529,0.0009383329,0.001589996,0.001418166,0.0003926483,0.002468402,0.003017085,0.002350512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001292639,"about_ca_system_score_gemma":0.00154256,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965831,"about_ca_topic_score_gemma":0.9974886,"domain_scores_codex":[0.9880053,0.0007191446,0.002117126,0.004312751,0.001712065,0.003133554],"domain_scores_gemma":[0.9902565,0.002512254,0.001419215,0.004267657,0.0002292541,0.001315134],"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":[0.000223284,0.0003522648,0.007878736,0.0004745816,0.003023229,0.0006822709,0.001170034,0.000006277188,0.000002308651,0.001618999,0.9837264,0.0008416262],"study_design_scores_gemma":[0.002069026,0.00025998,0.001813979,0.0009161832,0.001699946,0.0001729798,0.0005117891,0.00003418369,0.00005216379,0.00472272,0.9843416,0.003405512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004890796,0.008193078,0.0006998781,0.0003255036,0.008362463,0.002067604,0.976313,0.002918916,0.0006304989],"genre_scores_gemma":[0.002089396,0.0003243556,0.007495732,0.0006795072,0.008025985,0.0008730648,0.9742803,0.00520468,0.001026994],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009776113,"threshold_uncertainty_score":0.999283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02949015502519273,"score_gpt":0.2608403118361258,"score_spread":0.231350156810933,"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."}}