{"id":"W7108461040","doi":"10.5281/zenodo.17806784","title":"Converting Bischoff Dating Clauses: A Proposed Set of Rules","year":2025,"lang":"","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Digital Humanities and Scholarship","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Set (abstract data type); Protocol (science); Selection (genetic algorithm); Association (psychology); Group (periodic table)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01997057,0.001608786,0.001623636,0.006519216,0.003599122,0.01459702,0.006129131,0.004249411,0.03290312],"category_scores_gemma":[0.03955887,0.002797238,0.003987439,0.004451415,0.004848142,0.01133911,0.007328909,0.006863798,0.02136027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621439,"about_ca_system_score_gemma":0.008284947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009781839,"about_ca_topic_score_gemma":0.008241011,"domain_scores_codex":[0.9804839,0.0057108,0.003370047,0.003824347,0.005421187,0.001189674],"domain_scores_gemma":[0.9742165,0.01041196,0.000877028,0.005591626,0.008298519,0.0006043836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003666074,0.0003576457,0.001597335,0.0007255423,0.0001531727,0.0007107775,0.002562852,0.004052798,0.005470304,0.7036353,0.0807612,0.1996063],"study_design_scores_gemma":[0.00015945,0.0000929125,0.0005644365,0.0008118937,0.0002632384,0.0007337217,0.001249131,0.02648287,0.0244383,0.3317281,0.6132346,0.0002413573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003611181,0.0002573333,0.9410686,0.002424401,0.001078299,0.002822499,0.005248535,0.01182427,0.03166485],"genre_scores_gemma":[0.02976449,0.0004451055,0.9369556,0.001373804,0.0004033036,0.001542988,0.009355683,0.003337108,0.01682193],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.03290312,"threshold_uncertainty_score":0.110072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07317458307703034,"score_gpt":0.265688744315868,"score_spread":0.1925141612388376,"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."}}