{"id":"W6975968833","doi":"10.60510/awfwi02421","title":"IGSN AWFWI02421 (EN22021-T18): 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":[0.001056746,0.003204939,0.003088005,0.002019804,0.0004645736,0.0009301521,0.00391558,0.003469857,0.01229856],"category_scores_gemma":[0.00178012,0.003285451,0.0009426702,0.001575314,0.001407884,0.0003917817,0.002381072,0.002938846,0.002415559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231204,"about_ca_system_score_gemma":0.001571238,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9969584,"about_ca_topic_score_gemma":0.9976075,"domain_scores_codex":[0.9880605,0.0007279753,0.00210816,0.004319071,0.001669489,0.003114747],"domain_scores_gemma":[0.9902357,0.002522333,0.001394035,0.004284961,0.0002425906,0.001320308],"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":[0.0002147027,0.0003563403,0.0067721,0.0004943132,0.003077885,0.0007522447,0.001211491,0.000005745198,0.000002940373,0.001478086,0.9846542,0.0009799409],"study_design_scores_gemma":[0.002037366,0.0002437358,0.001659556,0.001012445,0.001698205,0.0001762513,0.0005155871,0.00003263655,0.00006251461,0.004513478,0.9846544,0.003393843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000423921,0.008839102,0.0008208397,0.0003402615,0.008192437,0.002003168,0.9761103,0.002679269,0.0005907306],"genre_scores_gemma":[0.002046791,0.0003326884,0.008309564,0.0006527575,0.00813806,0.0008182499,0.9735368,0.005106874,0.001058163],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009883001,"threshold_uncertainty_score":0.9993614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02945651542029835,"score_gpt":0.2608298312330431,"score_spread":0.2313733158127447,"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."}}