{"id":"W4312902677","doi":"10.2139/ssrn.4246392","title":"Spatial Massive Memory","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Graph Theory and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Geography","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":[0.0001901017,0.0004846199,0.0005928399,0.0007248186,0.001199093,0.00178955,0.001139414,0.000608585,0.04753424],"category_scores_gemma":[0.001465012,0.0002445008,0.0003001773,0.001127469,0.0007053061,0.002746341,0.002343111,0.0008448163,0.005692853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005207378,"about_ca_system_score_gemma":0.0006433805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007558499,"about_ca_topic_score_gemma":0.001289513,"domain_scores_codex":[0.9997792,0.0000361922,0.00001196788,0.00005457587,0.00006428677,0.00005390935],"domain_scores_gemma":[0.9991817,0.000121992,0.00004509621,0.0003868373,0.0001612001,0.0001031151],"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":[0.000517957,0.0001218638,0.0008860131,0.0002844473,0.000058885,0.000266653,0.0001508858,0.01296469,0.0103041,0.7814981,0.08134028,0.1116062],"study_design_scores_gemma":[0.00008113494,0.0000969254,0.0005075233,0.00005620697,0.00004514806,0.0003101657,0.0001527237,0.08515365,0.009688584,0.8426264,0.06125027,0.0000312561],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1996176,0.003695755,0.3132786,0.005761168,0.003217002,0.0002224943,0.002990569,0.00845007,0.4627666],"genre_scores_gemma":[0.8439293,0.001029036,0.05981514,0.001315943,0.0006462609,0.0002252006,0.001295471,0.0004995956,0.09124409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04753424,"threshold_uncertainty_score":0.1590179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00466618801474724,"score_gpt":0.2018902671828672,"score_spread":0.1972240791681199,"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."}}