{"id":"W6900660911","doi":"10.60510/gfhha001a","title":"IGSN GFHHA001A (St. Lawrence) Specimen: (sediment:bed load) from St. Lawrence (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":"Natural (archaeology); Work (physics); Identification (biology)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078697,0.001082205,0.001100751,0.008882976,0.004990555,0.001926378,0.002973497,0.001152654,0.1479468],"category_scores_gemma":[0.002610776,0.0008750866,0.0004781915,0.01700708,0.000884038,0.001008586,0.00163406,0.001137979,0.1161829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01091848,"about_ca_system_score_gemma":0.02012158,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.925604,"about_ca_topic_score_gemma":0.9716996,"domain_scores_codex":[0.9986971,0.00003742193,0.00006589976,0.0002084037,0.0006208936,0.0003702567],"domain_scores_gemma":[0.9958563,0.000116896,0.0002298757,0.000452004,0.003034011,0.0003108766],"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":[0.0001077609,0.00002347551,0.007327533,0.000356247,0.00002277941,0.0001002545,0.0005206175,0.0001071517,0.0008578171,0.001872849,0.9628578,0.02584566],"study_design_scores_gemma":[0.00001542516,0.000008840804,0.03446053,0.0001655964,0.00002072206,0.00008551858,0.0004186562,0.00004057313,0.0006233531,0.0002850725,0.9638534,0.00002227456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004420091,0.0002821171,0.0007453648,0.0002079216,0.0001700931,0.0001452322,0.9143531,0.0007665515,0.07890958],"genre_scores_gemma":[0.01310537,0.0004359874,0.003863599,0.0002529943,0.0000510417,0.0002447213,0.8389904,0.001381309,0.1416745],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8520532,"threshold_uncertainty_score":0.4949313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02201238159472176,"score_gpt":0.2364339702100997,"score_spread":0.214421588615378,"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."}}