{"id":"W4242323592","doi":"10.2113/gselements.2.6.374","title":"Mineralogical Association of Canada","year":2006,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":1,"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":[0.0001115938,0.00003427239,0.00006622887,0.00001001891,0.00005055097,0.000001473563,0.00003964025,0.00002252484,0.001450327],"category_scores_gemma":[0.00002439445,0.00002672767,0.00001057201,0.00003993226,0.00001090512,0.0000182532,0.000002799273,0.00002782253,0.0000120722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000536894,"about_ca_system_score_gemma":0.00002911056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5020294,"about_ca_topic_score_gemma":0.9586275,"domain_scores_codex":[0.9995667,0.00002429153,0.0001134397,0.00005858871,0.0001111384,0.0001258808],"domain_scores_gemma":[0.9998366,0.00004513522,0.00005692969,0.0000310629,0.00001816438,0.00001215268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002743368,0.000004106556,0.8863814,0.000001088812,0.000009999394,0.000003183914,0.000003510818,0.0001006573,0.0000166357,0.00004903806,0.1131601,0.0002676054],"study_design_scores_gemma":[0.0001151213,0.0000176577,0.9828052,6.582923e-7,0.000003855989,4.985451e-7,0.000006935344,0.00006357204,0.00003832755,0.000555653,0.01636295,0.00002959418],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9437516,0.0001093259,0.000002989513,0.000554066,0.0001765363,0.00002787216,0.00003906706,0.000003815797,0.05533469],"genre_scores_gemma":[0.9920207,0.000001846863,0.0001354415,0.0001601506,0.00005022551,2.293958e-7,0.00006016358,3.163631e-7,0.007570903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4565981,"threshold_uncertainty_score":0.9994625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00486646305921733,"score_gpt":0.1732440790855643,"score_spread":0.168377616026347,"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."}}