{"id":"W3017187475","doi":"10.1130/abs/2020nc-347650","title":"IDENTIFICATION AND CHARACTERIZATION OF STROMATOLITES FROM GRAND RAPIDS, MANITOBA, CANADA USING SPECTROSCOPIC TECHNIQUES","year":2020,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Identification (biology); Characterization (materials science); Archaeology; Geology; Remote sensing; Geography; Ecology; Biology; Materials science; Nanotechnology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746521,0.0004499274,0.0002536802,0.003701095,0.004078572,0.0009092214,0.0008715932,0.0003023441,0.001169531],"category_scores_gemma":[0.0004651162,0.000311298,0.0001461909,0.00359687,0.0005896487,0.0002341443,0.0004919056,0.0003435937,0.0003360868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00823136,"about_ca_system_score_gemma":0.01542062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9788278,"about_ca_topic_score_gemma":0.9954514,"domain_scores_codex":[0.9997476,0.00000882973,0.00001271441,0.00005011054,0.0001086657,0.00007201631],"domain_scores_gemma":[0.9991797,0.00003390012,0.00006208414,0.00001231969,0.0006334098,0.0000785736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003857364,0.0001087874,0.5129957,0.0004145254,0.00008123369,0.001261975,0.007548238,0.0007725916,0.408887,0.0006664897,0.003477423,0.06340032],"study_design_scores_gemma":[0.00001643795,0.00003690406,0.9662307,0.00006714991,0.00003479236,0.0003193215,0.005099479,0.0005810734,0.01271217,0.00004837199,0.01483693,0.0000166331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842044,0.001265227,0.0007631783,0.0002862708,0.00001425061,0.0001130193,0.003240143,0.00005700745,0.01005667],"genre_scores_gemma":[0.9758084,0.001510715,0.007532864,0.0003072774,0.00001125391,0.00009351879,0.003664156,0.00004529472,0.01102645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02117223,"threshold_uncertainty_score":0.05972296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835987016235658,"score_gpt":0.2170384870311543,"score_spread":0.1986786168687977,"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."}}