{"id":"W6900555138","doi":"10.60510/awfwi02887","title":"IGSN AWFWI02887 (EN22069-T01): Individual Sample (Biology, plant - Picea mariana) 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":[0.001122174,0.002088667,0.003190724,0.001047794,0.0004871218,0.002570439,0.00322847,0.003340255,0.03395664],"category_scores_gemma":[0.001614967,0.003180979,0.001088609,0.001380387,0.001272793,0.0004189882,0.00203545,0.002552515,0.003165818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009875547,"about_ca_system_score_gemma":0.001187839,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975899,"about_ca_topic_score_gemma":0.9982585,"domain_scores_codex":[0.9883707,0.0006072958,0.001940396,0.004367152,0.001545855,0.003168637],"domain_scores_gemma":[0.9922993,0.00146153,0.001374896,0.003380678,0.0002202349,0.001263378],"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":[0.00007751848,0.0003630299,0.006962864,0.0004203455,0.002526311,0.0008941905,0.0005569567,0.000003774163,0.000003678603,0.0001504015,0.9844036,0.003637334],"study_design_scores_gemma":[0.002190451,0.0002627622,0.004192483,0.001731123,0.001623573,0.0004925988,0.0004879679,0.00004547474,0.000008024854,0.008980817,0.9767172,0.003267475],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00197298,0.007607071,0.00119576,0.0001415051,0.004458501,0.002769575,0.9762015,0.002952185,0.002700881],"genre_scores_gemma":[0.003779725,0.0002745253,0.005519497,0.0007507454,0.003959532,0.001067355,0.9702035,0.005211604,0.009233539],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03079082,"threshold_uncertainty_score":0.9997486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03655226443577236,"score_gpt":0.2445686094966827,"score_spread":0.2080163450609104,"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."}}