{"id":"W4244942920","doi":"10.1017/9781108553490.006","title":"TOPICS IN SDG","year":2018,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Homotopy and Cohomology in Algebraic Topology","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Infinitesimal; Mathematics; Exponentiation; Geodesic; Context (archaeology); Descent (aeronautics); Class (philosophy); Pure mathematics; Differential geometry; Calculus (dental); Range (aeronautics); Differential (mechanical device); Topology (electrical circuits); Algebra over a field; Computer science; Mathematical analysis; Combinatorics; Artificial intelligence","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000303827,0.0004033737,0.0002955187,0.001365572,0.001185159,0.002332883,0.0003900407,0.0006490254,0.01987324],"category_scores_gemma":[0.0005076172,0.0001175233,0.0003272366,0.001429694,0.002479197,0.003139382,0.001334908,0.001296467,0.004080889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002071187,"about_ca_system_score_gemma":0.0007525112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008816595,"about_ca_topic_score_gemma":0.001115841,"domain_scores_codex":[0.9997987,0.00004118486,0.000009125412,0.0000467556,0.00008174698,0.00002240425],"domain_scores_gemma":[0.999853,0.00005365267,0.000006415002,0.00002563113,0.00003135112,0.00002983676],"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":[0.000002170664,0.000004204976,0.00004039907,0.00005183327,8.792231e-7,0.00002404337,0.0002353947,0.0001442587,0.0001360795,0.9671061,0.01520578,0.01704884],"study_design_scores_gemma":[0.00000177206,0.000006625019,0.0001437688,0.00006818994,0.000001169959,0.000158255,0.0001340405,0.0003455317,0.0001279187,0.379954,0.6190556,0.000003255795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007491766,0.04558752,0.01904342,0.007542443,0.002774586,0.00002774191,0.000201249,0.0002579952,0.9170732],"genre_scores_gemma":[0.2427865,0.0373283,0.01365787,0.003353107,0.003652169,0.00008461216,0.0005690056,0.0003790306,0.6981894],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9801267,"threshold_uncertainty_score":0.0664826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0380615417943793,"score_gpt":0.2467576502126392,"score_spread":0.2086961084182599,"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."}}