{"id":"W6900592069","doi":"10.60510/awfwi02902","title":"IGSN AWFWI02902 (EN22069-T16): Individual Sample (Biology, plant - Picea glauca) from Fort Nelson - T8 Area East, British Columbia, 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); Period (music); Hydrology (agriculture)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001051531,0.002163457,0.003267071,0.001024919,0.0004968742,0.002484755,0.003281126,0.003297983,0.02904418],"category_scores_gemma":[0.001571586,0.00327253,0.001134342,0.001398319,0.001328829,0.0004283559,0.001937108,0.002621602,0.003437434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051385,"about_ca_system_score_gemma":0.001232793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9973353,"about_ca_topic_score_gemma":0.9978855,"domain_scores_codex":[0.9880286,0.0005824536,0.002040647,0.004452436,0.001630556,0.003265236],"domain_scores_gemma":[0.9921228,0.001558182,0.001398708,0.003389155,0.0002382712,0.001292924],"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":[0.00007248525,0.0004246382,0.009174345,0.0004353739,0.002270733,0.0007196073,0.000752122,0.000002978427,0.000006338778,0.00008881257,0.983361,0.002691573],"study_design_scores_gemma":[0.002210411,0.0002960487,0.004478583,0.002026302,0.0015137,0.0005170021,0.000542903,0.0000411551,0.00001315541,0.006319221,0.9786589,0.003382679],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005855379,0.009296821,0.0009103714,0.0001059705,0.00450871,0.00273669,0.9715484,0.003255893,0.001781813],"genre_scores_gemma":[0.005469481,0.0002954607,0.004872991,0.0006858399,0.004222881,0.00112838,0.9697444,0.005383965,0.008196628],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02560675,"threshold_uncertainty_score":0.9996794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03762223373745005,"score_gpt":0.2495087582264227,"score_spread":0.2118865244889727,"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."}}