{"id":"W7031363707","doi":"","title":"mni03102","year":2022,"lang":"en","type":"other","venue":"Scholarship @ Claremont (The Claremont Colleges)","topic":"Library Science and Information Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Period (music); Quarter (Canadian coin); Northern ireland","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":["metaepi_narrow","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002717328,0.0009174733,0.0009209202,0.001017835,0.001309373,0.002085476,0.01084047,0.0007048574,0.009047532],"category_scores_gemma":[0.0002360947,0.0006904494,0.000566303,0.002879186,0.0002302653,0.004045137,0.002626121,0.002280798,0.003404677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004388355,"about_ca_system_score_gemma":0.0008222891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001319404,"about_ca_topic_score_gemma":0.0001586748,"domain_scores_codex":[0.9925054,0.00100958,0.001133809,0.001403624,0.002723734,0.001223851],"domain_scores_gemma":[0.9936203,0.0002250849,0.00111595,0.004407548,0.0001563981,0.0004747285],"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":[0.00000975466,0.00005871217,0.0005629502,0.00006226657,0.00009180413,0.00007414978,0.0008694521,0.00002162071,0.00001264391,0.01740061,0.9752092,0.005626859],"study_design_scores_gemma":[0.0006106216,0.0001232163,0.0004975668,0.0001363215,0.00001579431,0.0001109654,0.0006391863,0.0008611818,0.00003924471,0.001326954,0.9946963,0.0009426563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001054539,0.004541919,0.003472999,0.009253494,0.005697214,0.002515429,0.0001889872,0.002182148,0.9720424],"genre_scores_gemma":[0.004415736,0.0004170031,0.003427249,0.01210719,0.001126609,0.0004016423,0.0001792998,0.0005750447,0.9773502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01948712,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01934864333078476,"score_gpt":0.2314625904300993,"score_spread":0.2121139470993146,"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."}}