{"id":"W6900579996","doi":"10.60510/awfwi02827","title":"IGSN AWFWI02827 (EN22063-T09): Individual Sample (Biology, plant - Picea mariana) from Liard River, 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); Quality (philosophy); Period (music); Statistical analysis","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":[0.001024008,0.001860215,0.002927745,0.0009739925,0.0004374951,0.002279664,0.003315716,0.003307736,0.03099758],"category_scores_gemma":[0.001939776,0.002911642,0.0009978319,0.001301388,0.001804791,0.0003455101,0.002240582,0.002558216,0.006631846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009004982,"about_ca_system_score_gemma":0.001220115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9988871,"about_ca_topic_score_gemma":0.9982771,"domain_scores_codex":[0.9891799,0.0007607546,0.001729704,0.004118598,0.001416261,0.002794764],"domain_scores_gemma":[0.9922552,0.001933766,0.001230235,0.003234166,0.0002111299,0.001135565],"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":[0.00005725418,0.0003192166,0.003830137,0.0003841666,0.002660973,0.0009326796,0.000646613,0.000001865044,0.000002823467,0.0001409036,0.987162,0.003861384],"study_design_scores_gemma":[0.002139135,0.0002203579,0.003657488,0.001696134,0.001539379,0.0002923177,0.0002635253,0.00001632637,0.000008576072,0.009445032,0.9776831,0.003038631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000993396,0.01259677,0.0006173659,0.0001116845,0.005304208,0.002194321,0.9730898,0.002928287,0.002164209],"genre_scores_gemma":[0.001094146,0.0007934667,0.009174517,0.0007730278,0.003944936,0.0006754735,0.9657246,0.004878819,0.01294105],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02436573,"threshold_uncertainty_score":0.9997429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479564044546518,"score_gpt":0.2438468963233459,"score_spread":0.2190512558778807,"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."}}