{"id":"W6975770925","doi":"10.60510/awfwi02579","title":"IGSN AWFWI02579 (EN22037-T13): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, CA","year":2024,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"Turkey's Politics and Society","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sample (material); Quality (philosophy); Yield (engineering); Sampling (signal processing)","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":[],"category_scores_codex":[0.001015699,0.0008465172,0.001075186,0.0003409122,0.0005901275,0.0005152257,0.001542742,0.001897458,0.005476994],"category_scores_gemma":[0.0009804727,0.0008428569,0.0005450611,0.00050365,0.0009779074,0.0001439037,0.0005625872,0.001084495,0.0002897136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006084496,"about_ca_system_score_gemma":0.001048727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9827456,"about_ca_topic_score_gemma":0.892408,"domain_scores_codex":[0.9949041,0.0004832052,0.0006872232,0.001409438,0.0008980951,0.001617939],"domain_scores_gemma":[0.9965435,0.001228111,0.0004321616,0.001040333,0.000107929,0.0006479939],"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":[0.000008451329,0.00007451954,0.0005839395,0.00009294675,0.0005005855,0.00003513577,0.01106658,6.955951e-7,3.802213e-7,0.05165064,0.9353229,0.0006631709],"study_design_scores_gemma":[0.0003994747,0.00005412538,0.0003119649,0.0001815768,0.0003076438,0.0000031283,0.005013375,0.000008979523,0.000005020277,0.02731872,0.9654469,0.0009490885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004513845,0.004553266,0.0006512171,0.001563221,0.003783084,0.0008014133,0.9775087,0.0006851425,0.01000263],"genre_scores_gemma":[0.007304422,0.001333255,0.002510259,0.001585539,0.005526167,0.0001753757,0.9716317,0.0005900918,0.009343207],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0903376,"threshold_uncertainty_score":0.9994022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388091984803956,"score_gpt":0.3053111058033738,"score_spread":0.2714301859553343,"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."}}