{"id":"W3134466288","doi":"10.1180/mgm.2021.21","title":"Ontology, archetypes and the definition of ‘mineral species’","year":2021,"lang":"en","type":"article","venue":"Mineralogical Magazine","topic":"Radioactive element chemistry and processing","field":"Chemistry","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Archetype; Object (grammar); Mineral; Problem of universals; Ontology; Computer science; Mathematics; Chemistry; Pure mathematics; Artificial intelligence; Philosophy; Epistemology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002976505,0.0004477153,0.0007363934,0.00382947,0.004169379,0.005935122,0.001764708,0.002467064,0.00271711],"category_scores_gemma":[0.004377581,0.000478868,0.0008420335,0.004420506,0.0237335,0.0162884,0.005236695,0.002989938,0.0003901006],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004597476,"about_ca_system_score_gemma":0.002525561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00481501,"about_ca_topic_score_gemma":0.00329062,"domain_scores_codex":[0.9962741,0.001423521,0.0004011914,0.0006251757,0.0009981622,0.0002777379],"domain_scores_gemma":[0.9968741,0.001164154,0.000453607,0.0006169463,0.000586111,0.000305101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000145106,0.000001959083,0.00005002543,0.0000128375,0.000002032383,0.00002259197,0.0004110129,0.0001105331,0.00005111617,0.997826,0.0003324795,0.001177956],"study_design_scores_gemma":[0.000003588182,0.000003466017,0.0001016715,0.0000396041,0.000003128626,0.00009590122,0.0003552515,0.0005756812,0.00008602032,0.9547053,0.04402308,0.000007242129],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08152771,0.0162856,0.5251597,0.02522774,0.00127919,0.0002220319,0.0009845734,0.0004137643,0.3488996],"genre_scores_gemma":[0.8034758,0.004846651,0.1718825,0.002019717,0.0005073465,0.00038227,0.000882873,0.0001597768,0.01584305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005935122,"threshold_uncertainty_score":0.03335714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03303016861447954,"score_gpt":0.2470366559207781,"score_spread":0.2140064873062986,"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."}}