{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000233522,0.00002939871,0.00005761064,9.215236e-7,0.02547175,0.02594147,0.000224778,0.00002589963,0.001515291],"category_scores_gemma":[0.00006195545,0.00001326353,0.00004271647,0.0005481683,0.00006938471,0.0001130137,0.0001138538,0.00009825556,0.00001275044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002773034,"about_ca_system_score_gemma":0.00001969964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02673046,"about_ca_topic_score_gemma":0.7972134,"domain_scores_codex":[0.9995658,0.00003998808,0.00009235673,0.0001016462,0.00005093315,0.0001492085],"domain_scores_gemma":[0.9995528,0.0003450012,0.00001731214,0.00001566835,0.0000340733,0.00003518385],"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":[0.000001285164,0.000009031427,0.0007809792,2.188035e-7,0.000027985,0.00001375646,0.0000229619,3.423328e-7,0.00005768841,0.000003777275,0.9723234,0.02675861],"study_design_scores_gemma":[0.00002497501,0.00008790814,0.0136277,0.00001330072,0.00001002385,0.0002447309,0.002095036,0.00002837412,9.006589e-7,0.0015618,0.9822555,0.0000497344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4513097,0.001976687,0.000003708134,0.006377329,0.002207333,0.0003542885,0.00004593719,0.00009845734,0.5376266],"genre_scores_gemma":[0.1565509,0.0003202449,0.00003912416,0.00010518,0.0002960863,0.00004855767,0.00000101641,4.67199e-7,0.8426384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.770483,"threshold_uncertainty_score":0.9993975,"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."}}