{"id":"W4390758143","doi":"10.2138/gselements.19.6.396","title":"Mineralogical Association of Canada","year":2023,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; Archaeology; Geochemistry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001015463,0.00107455,0.0009407108,0.003897265,0.00467104,0.005877437,0.00189068,0.001666602,0.4270864],"category_scores_gemma":[0.003145189,0.0006141725,0.000418163,0.007243403,0.00100554,0.001593121,0.001618873,0.002043041,0.2435631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01337708,"about_ca_system_score_gemma":0.03920878,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7127881,"about_ca_topic_score_gemma":0.8361354,"domain_scores_codex":[0.9979685,0.00005370078,0.00008545793,0.0002928376,0.00139946,0.000200174],"domain_scores_gemma":[0.9947503,0.0001604639,0.0001471632,0.0003528707,0.004136612,0.0004524852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003769382,0.00001401597,0.0005646335,0.0001383576,0.000005132705,0.00007493301,0.00005008561,0.00005274439,0.000426433,0.006857459,0.9180514,0.0737271],"study_design_scores_gemma":[0.000001860569,0.000002028053,0.0003706143,0.00002032814,9.967459e-7,0.00001974396,0.00002060711,0.00002019965,0.00005058755,0.0002103106,0.9992799,0.000002758631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008629523,0.009240463,0.001229176,0.007910193,0.00528483,0.0001374587,0.04310213,0.001314616,0.9309183],"genre_scores_gemma":[0.003262468,0.005364641,0.001416556,0.001069904,0.0002138298,0.00003665988,0.01262335,0.0003288183,0.9756839],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9866229,"threshold_uncertainty_score":0.8171917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186133042632828,"score_gpt":0.2057624829768197,"score_spread":0.1939011525504914,"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."}}