{"id":"W6960719252","doi":"10.14288/1.0441846","title":"The British Columbia Mining Journal","year":2024,"lang":"en","type":"article","venue":"Open Collections","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mining industry; Government (linguistics); Work (physics); Field (mathematics)","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":[0.000476194,0.0004393711,0.0003822629,0.003304344,0.005591415,0.006929094,0.0007409422,0.00101116,0.2005204],"category_scores_gemma":[0.002759427,0.0003853873,0.000163637,0.006748278,0.001149081,0.0009906777,0.001232644,0.001557593,0.03726154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01354743,"about_ca_system_score_gemma":0.03626496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8646291,"about_ca_topic_score_gemma":0.9606431,"domain_scores_codex":[0.9993388,0.00003796333,0.00002895922,0.00006878946,0.000398582,0.0001268725],"domain_scores_gemma":[0.9971782,0.0002025029,0.00008010532,0.0001587634,0.001851376,0.0005290473],"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":[0.00001515561,0.00001373077,0.001469005,0.00005782242,0.000004389805,0.00007184732,0.0001205874,0.00002745534,0.0001073573,0.002657007,0.9409561,0.05449959],"study_design_scores_gemma":[0.000001687631,0.000001491707,0.007054412,0.00006215124,0.000002075202,0.00002490327,0.0003571993,0.00002802626,0.00003810002,0.000317822,0.9921073,0.000004908559],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008781619,0.01702206,0.0002081272,0.03234205,0.005578489,0.0000642806,0.006973773,0.0002158821,0.9288137],"genre_scores_gemma":[0.01395451,0.004539543,0.0001416699,0.001189474,0.0002723926,0.00001430388,0.001052343,0.00007496171,0.9787608],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2005204,"threshold_uncertainty_score":0.6708075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02184173284498128,"score_gpt":0.2285648775976118,"score_spread":0.2067231447526305,"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."}}