{"id":"W7033978595","doi":"","title":"01 Session 1: Megacities Iasi, Poitiers, Montreal","year":2021,"lang":"de","type":"other","venue":"Common Library Network (Der Gemeinsame Bibliotheksverbund)","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Megacity; Session (web analytics); Mega-","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.000583445,0.002141643,0.00237995,0.004851833,0.001471406,0.006625296,0.003968051,0.001857577,0.03463318],"category_scores_gemma":[0.00004480589,0.002127463,0.00101989,0.01317681,0.001040329,0.004873003,0.002891594,0.002347334,0.001026137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001418995,"about_ca_system_score_gemma":0.001714305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003109103,"about_ca_topic_score_gemma":0.0001352803,"domain_scores_codex":[0.9896576,0.001512874,0.001815946,0.002952391,0.001486643,0.002574489],"domain_scores_gemma":[0.9936182,0.0005571631,0.001636719,0.003257597,0.0001695719,0.0007606938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001213023,0.0004242987,0.00325194,0.0009936467,0.0007745355,0.0004729142,0.0005203923,0.0007187921,0.00000721212,0.004260095,0.8815628,0.1068921],"study_design_scores_gemma":[0.001782065,0.0003387403,0.0009454377,0.008098118,0.0003336955,0.000404287,0.0002569505,0.03757025,0.0002103152,0.01457122,0.9325618,0.002927181],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003246201,0.2331183,0.04342258,0.003024675,0.02063535,0.001126912,0.0001479091,0.002499626,0.6957],"genre_scores_gemma":[0.004394247,0.04977255,0.05733203,0.008487973,0.02037219,0.0001437044,0.001580587,0.001731842,0.8561849],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1833458,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01499329818053358,"score_gpt":0.2317206913250105,"score_spread":0.2167273931444769,"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."}}