{"id":"W4237264866","doi":"10.2113/gselements.1.1.50","title":"Mineralogical Association of Canada","year":2005,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; Archaeology; Geography; Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001330994,0.00003432761,0.00006632397,0.000009953923,0.00004861827,0.000001300519,0.00004631004,0.000022644,0.002995234],"category_scores_gemma":[0.00004466691,0.00002669991,0.00001049626,0.00003454902,0.000009782598,0.00002761713,0.000003357637,0.00003343847,0.00002925906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007269764,"about_ca_system_score_gemma":0.00003285036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1011771,"about_ca_topic_score_gemma":0.931241,"domain_scores_codex":[0.9995677,0.00002425701,0.0001097436,0.00005884975,0.0001111875,0.0001281909],"domain_scores_gemma":[0.9998298,0.00004507069,0.0000523712,0.00003395459,0.00001747918,0.00002129894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003589177,0.000004282225,0.9128162,9.036402e-7,0.00001888529,0.000001371326,0.00001868857,0.0001377914,0.00001056188,0.00001809277,0.08383391,0.003135703],"study_design_scores_gemma":[0.0001303619,0.00002073238,0.934391,7.382274e-7,0.000004098026,5.948238e-7,0.00001239523,0.0001849109,0.00004418453,0.00007464552,0.06510481,0.00003154998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610224,0.0001372249,0.000002341439,0.001996469,0.0001430658,0.00002961262,0.00003145769,0.000003979336,0.03663348],"genre_scores_gemma":[0.9928163,0.00000606773,0.0003260303,0.0005401098,0.00006665418,2.304009e-7,0.00002576875,3.182929e-7,0.006218526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300639,"threshold_uncertainty_score":0.9979162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007278607511470838,"score_gpt":0.1924149027428489,"score_spread":0.1851362952313781,"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."}}