{"id":"W4246789007","doi":"10.1017/9781316716694.004","title":"On Merge","year":2017,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Merge (version control); Information retrieval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008481672,0.0003432791,0.0003634562,0.0001687348,0.0007171955,0.0001905915,0.0005497517,0.0002213137,0.0001407414],"category_scores_gemma":[0.00006576941,0.0003948746,0.0002091654,4.418968e-7,0.0003568841,0.00006576678,0.0001931193,0.000364217,0.0002163621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001463495,"about_ca_system_score_gemma":0.00006707874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133076,"about_ca_topic_score_gemma":0.0001056943,"domain_scores_codex":[0.9988793,0.00002021266,0.0001679075,0.0004230795,0.0002845172,0.0002249441],"domain_scores_gemma":[0.9983703,0.00009049907,0.0003951275,0.0007910361,0.0002516416,0.0001013995],"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":[0.00004887494,0.000008960437,1.665768e-7,0.00004667742,0.0001478243,0.0001568965,0.001019892,4.711622e-7,0.000001202593,0.9693488,0.02880589,0.0004142937],"study_design_scores_gemma":[0.0003688261,0.00005745632,0.00000297661,0.0002290456,0.0002761178,0.000001828671,0.00009206813,0.00003162515,0.00002274234,0.003227376,0.9952551,0.0004348971],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004580669,0.00001797139,0.00004956961,0.0002194305,0.002279606,0.000269531,0.0004892024,0.0001490946,0.9964798],"genre_scores_gemma":[0.01208168,0.00001948042,0.0000173351,0.00007516347,0.001464615,4.093291e-7,0.00008589667,0.00005968037,0.9861957],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9664491,"threshold_uncertainty_score":0.9998503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999718033537514,"score_gpt":0.2081333904334728,"score_spread":0.1681362100980977,"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."}}