{"id":"W6906432700","doi":"10.17605/osf.io/fk2zt","title":"southern_canadian_shield","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":[],"category_scores_codex":[0.0002911971,0.0008057262,0.0003709136,0.001597092,0.005796395,0.003405871,0.0008555444,0.00105704,0.6918733],"category_scores_gemma":[0.000873818,0.0004241703,0.000368762,0.002899557,0.0009533673,0.0007642188,0.001380356,0.001051858,0.3006553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01082445,"about_ca_system_score_gemma":0.01697561,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8743792,"about_ca_topic_score_gemma":0.9497563,"domain_scores_codex":[0.9995989,0.00001739864,0.000006480325,0.00008488178,0.0001656779,0.0001267552],"domain_scores_gemma":[0.9992416,0.00004596762,0.00002206091,0.00007596073,0.0003838375,0.0002306783],"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":[0.0000671333,0.00002147455,0.001746159,0.0001019052,0.000005993451,0.0001078148,0.000193717,0.0001391016,0.0003564724,0.009219643,0.9229141,0.06512647],"study_design_scores_gemma":[0.000005613025,0.000002119612,0.002538702,0.00002697203,0.000001722054,0.00002176383,0.0001612469,0.00002717466,0.000164548,0.0003106104,0.9967333,0.00000625638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002639881,0.000641309,0.0001998155,0.001913659,0.0004927846,0.00003770031,0.02065042,0.0008586096,0.9725658],"genre_scores_gemma":[0.007546728,0.0003722169,0.0003144698,0.000283787,0.00003912388,0.00001087836,0.003673861,0.0002709447,0.987488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6918733,"threshold_uncertainty_score":0.4395054,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03385677608739308,"score_gpt":0.2659904434258112,"score_spread":0.2321336673384182,"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."}}