{"id":"W4388491166","doi":"10.59490/abe.2017.12.3616","title":"The Study Area","year":2018,"lang":"en","type":"article","venue":"Architecture and the Built Environment","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005864112,0.0005969714,0.0007128443,0.0009584109,0.004375694,0.002083473,0.001853615,0.001113024,0.1119827],"category_scores_gemma":[0.001455531,0.0004223358,0.0001867569,0.00153748,0.0008634223,0.0008114441,0.002367348,0.001055675,0.0201544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007735278,"about_ca_system_score_gemma":0.011683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2508354,"about_ca_topic_score_gemma":0.4056818,"domain_scores_codex":[0.999332,0.0001187469,0.00003053521,0.0001251112,0.0001253366,0.0002683082],"domain_scores_gemma":[0.999562,0.00007919916,0.00002802406,0.00002863549,0.000162019,0.0001400926],"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":[0.0009305085,0.001043026,0.07484686,0.005174614,0.00005177151,0.01848115,0.179619,0.0004075651,0.003548356,0.05091118,0.3944388,0.2705471],"study_design_scores_gemma":[0.00009888392,0.0002571621,0.07426342,0.002236502,0.00003141863,0.002592189,0.1850578,0.000391811,0.0004387359,0.004173488,0.7304078,0.00005077391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3645179,0.01231893,0.005593376,0.01098485,0.001732445,0.02607201,0.03817822,0.0004148992,0.5401874],"genre_scores_gemma":[0.5355404,0.009978089,0.009777836,0.01155807,0.000408847,0.02393949,0.01731159,0.0001799092,0.3913058],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7491646,"threshold_uncertainty_score":0.4987507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007624688900050281,"score_gpt":0.20790512755538,"score_spread":0.2002804386553297,"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."}}