{"id":"W4312742763","doi":"10.51347/jum.v14i2.4529","title":"2 Reports","year":2010,"lang":"en","type":"article","venue":"Urban Morphology","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001384441,0.001205795,0.0006519672,0.003112588,0.002750195,0.004592902,0.002008566,0.002761539,0.6940436],"category_scores_gemma":[0.004160238,0.0005661119,0.001356135,0.001799268,0.001086893,0.001459525,0.003547098,0.001846335,0.527056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00131927,"about_ca_system_score_gemma":0.002080493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925775,"about_ca_topic_score_gemma":0.006284805,"domain_scores_codex":[0.9980939,0.0001701481,0.0001067393,0.0004931448,0.0007851881,0.000350889],"domain_scores_gemma":[0.997084,0.0003296091,0.0001945595,0.0008461676,0.0008864555,0.000659182],"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":[0.0004091273,0.0005560068,0.004951971,0.0004287724,0.00005352889,0.002041018,0.0004846062,0.0001235726,0.005352711,0.0112237,0.8044381,0.1699369],"study_design_scores_gemma":[0.00002312861,0.00003828819,0.001963417,0.00006182788,0.0000176541,0.0006205747,0.0002169281,0.00003819778,0.001635792,0.0005515038,0.9948219,0.00001087734],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007364591,0.001528174,0.001780843,0.007691565,0.01036149,0.0004391104,0.006479548,0.001590411,0.9627643],"genre_scores_gemma":[0.01022968,0.0006996302,0.0003418933,0.001181475,0.001250544,0.00009829106,0.002697605,0.0002394732,0.9832614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3059564,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008442341920527481,"score_gpt":0.238489148283769,"score_spread":0.2300468063632415,"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."}}