{"id":"W4404461581","doi":"10.36487/acg_repo/2415_48","title":"Study: Selbaie Mine, Quebec, Canada","year":2024,"lang":"en","type":"article","venue":"Mine closure","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Mining engineering; Geology","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":[0.0005838656,0.001152788,0.0008851835,0.001239209,0.007849499,0.001555591,0.002518398,0.001522319,0.01236548],"category_scores_gemma":[0.0009573869,0.000763874,0.0004497146,0.00250905,0.001714389,0.0005739278,0.0009789473,0.001438512,0.001955431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04837597,"about_ca_system_score_gemma":0.058807,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9949006,"about_ca_topic_score_gemma":0.9987245,"domain_scores_codex":[0.9991147,0.00006850037,0.00002401531,0.0002037649,0.0002260602,0.0003628929],"domain_scores_gemma":[0.9988753,0.00005226661,0.0001010233,0.00004325156,0.0006513018,0.0002767711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001303181,0.002518045,0.8002418,0.001346971,0.0004183899,0.006519825,0.01804624,0.001378256,0.006213295,0.00392157,0.08652387,0.07156864],"study_design_scores_gemma":[0.0003966888,0.0008262044,0.8994254,0.0005226156,0.00009175208,0.001169239,0.02397489,0.0009840413,0.0006750217,0.0003526493,0.07147206,0.0001095016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9268357,0.003852061,0.001295192,0.002751978,0.0001701088,0.004568786,0.02509421,0.0001199761,0.03531203],"genre_scores_gemma":[0.9292898,0.00240842,0.001499194,0.003989667,0.0000781432,0.001234838,0.006723562,0.00005677087,0.05471963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04837597,"threshold_uncertainty_score":0.3509939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225419924983784,"score_gpt":0.2169838234422428,"score_spread":0.2047296241924049,"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."}}