{"id":"W4298780211","doi":"","title":"Development of business spatial analysis tools: methodology and framework","year":2015,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Data Management and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Data science; Systems engineering; Software engineering; Engineering","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":[0.01307352,0.001257355,0.00097518,0.008839205,0.001445524,0.008895836,0.002905996,0.001331572,0.006499154],"category_scores_gemma":[0.03099587,0.001063617,0.002055767,0.006938845,0.001999152,0.006913339,0.004097858,0.002197384,0.002917267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002758672,"about_ca_system_score_gemma":0.008930216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006098262,"about_ca_topic_score_gemma":0.005376833,"domain_scores_codex":[0.993562,0.00280438,0.0008941655,0.0006321998,0.001793413,0.0003138685],"domain_scores_gemma":[0.9823548,0.008862841,0.001137014,0.002589027,0.004273211,0.0007832167],"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":[0.00008315442,0.000294995,0.008120097,0.001281283,0.0002102671,0.0002854441,0.002877011,0.03002037,0.005658268,0.4929407,0.01639259,0.4418358],"study_design_scores_gemma":[0.00006970032,0.0001563972,0.003959375,0.001690173,0.0002055628,0.0005947437,0.003784546,0.3301457,0.02190544,0.3794905,0.2578525,0.0001453597],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002059306,0.00009769767,0.9910711,0.0005635748,0.00002029493,0.000244171,0.0004825455,0.002378229,0.0030831],"genre_scores_gemma":[0.02677103,0.0002384869,0.9699914,0.00007289939,0.00002276117,0.0003609659,0.001065733,0.0004651269,0.001011514],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01307352,"threshold_uncertainty_score":0.0691402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06654460554948696,"score_gpt":0.27478097921575,"score_spread":0.208236373666263,"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."}}