{"id":"W6956790978","doi":"10.60510/awfwi02534","title":"IGSN AWFWI02534 (EN22033-T15): Individual Sample (Biology, plant - Picea mariana) from Richardson Mountains, Yukon, 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); 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":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001330307,0.002899554,0.002965484,0.002385527,0.0003504579,0.0007100297,0.003371355,0.003307141,0.01881274],"category_scores_gemma":[0.001842572,0.002921022,0.0009381079,0.001533469,0.0009960581,0.0003330279,0.002019972,0.002682785,0.007610747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311417,"about_ca_system_score_gemma":0.001074249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9767234,"about_ca_topic_score_gemma":0.9232504,"domain_scores_codex":[0.9887525,0.0008301112,0.001817944,0.004079172,0.001579294,0.002940979],"domain_scores_gemma":[0.9914303,0.002025921,0.001370827,0.003893719,0.000205501,0.001073747],"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":[0.000163004,0.0002949387,0.001050749,0.0004125048,0.00272858,0.0003383209,0.001197614,0.000007151485,0.000008778654,0.003181631,0.9895725,0.001044239],"study_design_scores_gemma":[0.001777007,0.0002251935,0.0005816511,0.0008277438,0.00150193,0.0001046357,0.0005589855,0.00005221753,0.00008538573,0.01006834,0.9811758,0.003041083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003221751,0.01211456,0.001496799,0.0004749497,0.004285895,0.002122301,0.9739844,0.003118503,0.002080422],"genre_scores_gemma":[0.001906181,0.0004550328,0.006879946,0.001153561,0.004083881,0.0007438473,0.9769201,0.005186008,0.0026714],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05347298,"threshold_uncertainty_score":0.9996181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03161788637702137,"score_gpt":0.2729698860170774,"score_spread":0.2413519996400561,"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."}}