{"id":"W6956862926","doi":"10.60510/gfhha001h","title":"IGSN GFHHA001H (Mckenzie) Specimen: (sediment:bed load) from McKenzie (Canada)","year":2019,"lang":"en","type":"other","venue":"GFZ IGSN Sample Catalogue","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Identification (biology); Focus (optics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009223287,0.001295588,0.001240948,0.01164604,0.005331384,0.002036515,0.00311063,0.001296788,0.2018451],"category_scores_gemma":[0.003209752,0.0009620888,0.0005500273,0.01728837,0.0009118184,0.001104091,0.002209196,0.001376849,0.1576708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008107538,"about_ca_system_score_gemma":0.01641179,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8590123,"about_ca_topic_score_gemma":0.929548,"domain_scores_codex":[0.9985704,0.00003748723,0.000076226,0.0002566528,0.0006411175,0.0004180963],"domain_scores_gemma":[0.9965833,0.000126711,0.0001818219,0.0005010769,0.002261052,0.0003461681],"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":[0.0001308433,0.00002711755,0.005123597,0.0003096188,0.00001954436,0.0001474388,0.0005318794,0.000111677,0.001280048,0.0016527,0.9576757,0.03298981],"study_design_scores_gemma":[0.00001374914,0.000008442788,0.02700479,0.0001344474,0.00001717251,0.00009792971,0.0003691077,0.00003013484,0.0007002202,0.0002787901,0.9713243,0.00002103254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.005055858,0.0002896842,0.000961094,0.0002311541,0.0002484194,0.0002590546,0.8889139,0.0009716083,0.1030693],"genre_scores_gemma":[0.01231068,0.0004382176,0.005725984,0.0002925692,0.00006805263,0.0003899611,0.8195863,0.001759733,0.1594285],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2018451,"threshold_uncertainty_score":0.6752392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01724513619140976,"score_gpt":0.2266964539592514,"score_spread":0.2094513177678416,"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."}}