{"id":"W6957032989","doi":"10.60510/awfwi02487","title":"IGSN AWFWI02487 (EN22030-T04): Individual Sample (Biology, plant - Picea glauca) 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":[0.0007081601,0.002931906,0.002747833,0.001762461,0.0003775946,0.0006936504,0.003347138,0.002896721,0.008344193],"category_scores_gemma":[0.0008617984,0.002775166,0.0008929191,0.001072916,0.001865643,0.0004229788,0.002050703,0.002421135,0.004792878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075035,"about_ca_system_score_gemma":0.0009136799,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949614,"about_ca_topic_score_gemma":0.9858221,"domain_scores_codex":[0.989276,0.0006284491,0.00176743,0.003917287,0.001527969,0.002882902],"domain_scores_gemma":[0.9925017,0.001469635,0.001068497,0.003636677,0.0002202186,0.001103303],"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":[0.0001846982,0.0003363232,0.01117198,0.0004216994,0.002524184,0.0004673693,0.003965957,0.000003397784,0.00001327666,0.0005297757,0.979895,0.0004863662],"study_design_scores_gemma":[0.001925056,0.0002485192,0.003097462,0.0007396378,0.001493716,0.0001298507,0.0005657269,0.00001216572,0.0001299962,0.003535019,0.9850141,0.003108687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002407355,0.00492925,0.0004444976,0.0002243795,0.007529543,0.001792694,0.9795134,0.002707924,0.0004509392],"genre_scores_gemma":[0.004933781,0.0002029317,0.006809645,0.0004606367,0.007537265,0.0006457511,0.9728324,0.004530078,0.002047447],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.009139215,"threshold_uncertainty_score":0.9998803,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02937644282477567,"score_gpt":0.2565988881702868,"score_spread":0.2272224453455111,"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."}}