{"id":"W2033080773","doi":"10.4153/cmb-2009-030-5","title":"Amalgamations of Categories","year":2009,"lang":"en","type":"article","venue":"Canadian Mathematical Bulletin","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Mathematics; Functor; Embedding; Social connectedness; Functor category; Property (philosophy); Pure mathematics; Adjoint functors; Derived functor; Algebra over a field; Discrete mathematics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0012038,0.0003393361,0.0003509914,0.001350925,0.001517236,0.002315519,0.0004544346,0.0006041679,0.00653864],"category_scores_gemma":[0.00164546,0.0002366734,0.0006882476,0.0005301398,0.003726108,0.00496386,0.003894443,0.0009854176,0.0005314226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006219693,"about_ca_system_score_gemma":0.000308351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005160378,"about_ca_topic_score_gemma":0.0004192251,"domain_scores_codex":[0.9990134,0.0002907398,0.00006567922,0.0002358566,0.0002381714,0.0001560369],"domain_scores_gemma":[0.9986029,0.0004770696,0.00008461883,0.0003458843,0.000248868,0.0002405619],"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":[0.00003202971,0.0000157659,0.0004333897,0.00003200968,0.00001026453,0.0002285175,0.001040622,0.0002331582,0.002854161,0.9871024,0.000442661,0.007574943],"study_design_scores_gemma":[0.00001137136,0.00007328109,0.0008307215,0.00002538921,0.0000169515,0.0004302338,0.0007357504,0.003288116,0.004076452,0.9678957,0.02259987,0.00001604644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6300328,0.001545097,0.235748,0.00124592,0.0004430551,0.000107119,0.0002088754,0.0008336256,0.1298355],"genre_scores_gemma":[0.9768651,0.0001698213,0.01329646,0.0001317367,0.00008791369,0.00005242712,0.0001106718,0.00005814953,0.009227688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00653864,"threshold_uncertainty_score":0.02187389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225940972309621,"score_gpt":0.2751550956249114,"score_spread":0.2528956859018152,"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."}}