{"id":"W2949520538","doi":"10.48550/arxiv.0712.2525","title":"Calculating Colimits Compositionally","year":2007,"lang":"en","type":"preprint","venue":"ArXiv.org","topic":"Advanced Algebra and Logic","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Allison University","funders":"","keywords":"Mathematics; Computer science; Pure mathematics","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":[0.002879711,0.0009785799,0.0009473148,0.003911008,0.00183484,0.004010949,0.002136375,0.00137592,0.007314253],"category_scores_gemma":[0.01864825,0.0008549328,0.002077826,0.001664184,0.004070294,0.01131919,0.005647243,0.002108861,0.001671155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001332886,"about_ca_system_score_gemma":0.001598179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150517,"about_ca_topic_score_gemma":0.002720104,"domain_scores_codex":[0.9956784,0.0008221705,0.0003239745,0.000815794,0.001874463,0.0004853536],"domain_scores_gemma":[0.9950333,0.002440501,0.0003103611,0.001023338,0.001001058,0.0001915911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006638259,0.00006938469,0.001237669,0.0001430877,0.00003990329,0.0002596159,0.0007688155,0.01295823,0.005007037,0.9465549,0.0006142338,0.03228069],"study_design_scores_gemma":[0.000009065901,0.00002306108,0.0001381833,0.00003716483,0.00002803183,0.00008445366,0.0001581365,0.03968504,0.009447634,0.9469853,0.003376745,0.00002718146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06009202,0.0001324473,0.9261001,0.000172661,0.0001132735,0.0001051043,0.0001206892,0.001307263,0.0118565],"genre_scores_gemma":[0.5566819,0.0003577408,0.4326173,0.0002264634,0.0001846652,0.000314754,0.0005466583,0.001049075,0.008021434],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.007314253,"threshold_uncertainty_score":0.02446866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06206230079626827,"score_gpt":0.303469736008345,"score_spread":0.2414074352120767,"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."}}