{"id":"W4312956168","doi":"10.46427/gold2022.12586","title":"Identification of biomineralization processes and bacterial species forming the speleothems of Iron Curtain Cave, Chilliwack, British Columbia, Canada.","year":2022,"lang":"en","type":"article","venue":"Goldschmidt2022 abstracts","topic":"Diatoms and Algae Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia; Thompson Rivers University","funders":"","keywords":"Cave; Biomineralization; Iron Curtain; Identification (biology); Geology; Paleontology; Archaeology; Geography; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006997407,0.00007915848,0.0001856419,0.00003855477,0.000306938,0.0002566833,0.0003029158,0.00002558769,0.001254249],"category_scores_gemma":[0.0002305111,0.00009315724,0.00002433403,0.0003107735,0.0001468851,0.0002127532,0.000164527,0.00008990196,0.000001345351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007567443,"about_ca_system_score_gemma":0.0005273051,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6074812,"about_ca_topic_score_gemma":0.7294194,"domain_scores_codex":[0.9983345,0.00007168808,0.0005053155,0.0002338167,0.0006154592,0.000239202],"domain_scores_gemma":[0.9990602,0.0001112972,0.0004205809,0.0002024618,0.0001524057,0.00005302807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0000315986,0.0001072008,0.005192003,0.0003596509,0.00000961165,0.000008586673,0.0003927132,0.000442961,0.9880924,0.0001066945,0.004061823,0.001194755],"study_design_scores_gemma":[0.0009619239,0.0001940449,0.5532421,0.0001054984,0.00004656394,0.00007128062,0.002938092,0.0002358163,0.4168265,0.0004032663,0.02452974,0.0004452256],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981849,0.0002381719,0.000005121205,0.0001053493,0.0002925616,0.0003229062,0.0004722087,0.00001094042,0.0003678145],"genre_scores_gemma":[0.9978305,0.00007524199,0.00002180912,0.00001619374,0.00007765726,0.00003103393,0.00006286392,0.00001452463,0.001870205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5712659,"threshold_uncertainty_score":0.9996588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009519286212770053,"score_gpt":0.2179438285271044,"score_spread":0.2084245423143344,"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."}}