{"id":"W6900533001","doi":"10.60510/awfwi02514","title":"IGSN AWFWI02514 (EN22032-T19): Individual Sample (Biology, plant - Salix sp.) from Richardson Mountains, 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); Vegetation (pathology); Quality (philosophy); Tree (set theory)","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":[0.0009781582,0.003079964,0.003011804,0.002003348,0.000375938,0.0007752535,0.003384268,0.003143446,0.006742374],"category_scores_gemma":[0.001381461,0.003091671,0.0008816784,0.001441418,0.001174427,0.0003691799,0.001851349,0.002604724,0.003625105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001685164,"about_ca_system_score_gemma":0.001258991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9968395,"about_ca_topic_score_gemma":0.9908115,"domain_scores_codex":[0.9887379,0.0006922017,0.001973553,0.004010682,0.001670342,0.002915276],"domain_scores_gemma":[0.9916596,0.001769769,0.001382224,0.003850428,0.0002198551,0.00111812],"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":[0.0001614537,0.000350124,0.01594576,0.0004338102,0.002306451,0.0003610281,0.001906978,0.00000405343,0.000006852641,0.001443529,0.976521,0.0005589701],"study_design_scores_gemma":[0.001607269,0.0003035279,0.003925313,0.0009734982,0.001312785,0.00009616984,0.0004198387,0.00001198979,0.0001150989,0.004378375,0.983638,0.003218175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001705928,0.01019024,0.0005957893,0.0001748593,0.00753462,0.001977936,0.9739549,0.003344774,0.0005209092],"genre_scores_gemma":[0.006373225,0.0003966584,0.00427669,0.0004569308,0.008994821,0.0008189537,0.9723519,0.005343703,0.000987093],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01202044,"threshold_uncertainty_score":0.9996963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735872239137124,"score_gpt":0.2691654115321793,"score_spread":0.2418066891408081,"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."}}