{"id":"W4312923792","doi":"10.2138/gselements.18.4.262","title":"Mineralogical Association of Canada","year":2022,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007837278,0.0008808035,0.0007984297,0.003519344,0.005431949,0.003611287,0.001631513,0.001049331,0.2357861],"category_scores_gemma":[0.00243289,0.0006508708,0.0005718259,0.005290656,0.001072419,0.0008641729,0.00122787,0.001540512,0.07707027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02005243,"about_ca_system_score_gemma":0.09331407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9753433,"about_ca_topic_score_gemma":0.9884285,"domain_scores_codex":[0.9984509,0.00004584888,0.0000580529,0.0001995248,0.00098197,0.0002636482],"domain_scores_gemma":[0.992965,0.0002304265,0.000197903,0.000310895,0.005743615,0.0005522327],"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":[0.0001877851,0.00006523896,0.005581959,0.0003985953,0.00002514591,0.0002088017,0.000151829,0.0003255749,0.001269666,0.01276897,0.8245705,0.1544459],"study_design_scores_gemma":[0.00001212983,0.000009016228,0.005766873,0.00008880343,0.000008557479,0.00004164162,0.0001086604,0.0001398935,0.0002609272,0.0005120864,0.9930407,0.00001065206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006956642,0.01159197,0.001803661,0.009923605,0.003096629,0.0002671568,0.09235096,0.001291405,0.8727179],"genre_scores_gemma":[0.01067979,0.005133567,0.001608659,0.0007762373,0.00008352057,0.00005022959,0.0119966,0.0002176058,0.9694538],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9799476,"threshold_uncertainty_score":0.7887832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007592573567096421,"score_gpt":0.1823442569076341,"score_spread":0.1747516833405377,"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."}}