{"id":"W6987525510","doi":"","title":"Timmins, John - Naturalization Index Record","year":2022,"lang":"en","type":"article","venue":"Journal of Bioresource Management","topic":"Musicology and Musical Analysis","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003657886,0.00008582413,0.0001685969,0.0003303893,0.000435,0.00006736936,0.0002469615,0.0000163244,0.008871579],"category_scores_gemma":[0.000006676365,0.00006874128,0.0001622471,0.0001049148,0.00006651226,0.00007545568,0.000175733,0.0002306019,0.00002981147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006834465,"about_ca_system_score_gemma":0.000007664004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002193808,"about_ca_topic_score_gemma":0.0000484142,"domain_scores_codex":[0.998976,0.00009955663,0.0003448606,0.0001002899,0.0003449117,0.0001343863],"domain_scores_gemma":[0.9994162,0.00002217854,0.0003381825,0.0001099481,0.00006604804,0.00004738171],"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":[0.0004542268,0.0007578331,0.001931672,0.00008641046,0.001285428,0.0004465308,0.01475005,0.00359452,0.00003303757,0.2023509,0.6360157,0.1382937],"study_design_scores_gemma":[0.0003278825,0.0002158539,0.00114871,0.000007694491,0.0001454129,0.000008599104,0.002964816,0.00053309,0.000002133338,0.0006931307,0.9938645,0.00008822882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7729174,0.0009064531,0.002352707,0.01097184,0.005803476,0.0004865928,0.00002720524,0.00008645262,0.2064478],"genre_scores_gemma":[0.9751566,0.00003191997,0.0001246002,0.002842379,0.0008150578,0.00000719542,0.0000107977,0.00001066277,0.02100081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3578487,"threshold_uncertainty_score":0.9920344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01319688417528977,"score_gpt":0.1992919352831437,"score_spread":0.1860950511078539,"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."}}