{"id":"W7052118505","doi":"","title":"Proactive 'mainstreet' planning in the hamlets, villages & rural small towns in the County of Perth","year":2019,"lang":"en","type":"other","venue":"The Atrium (University of Guelph)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plan (archaeology); Order (exchange); Rural area; Rural development; Rural settlement; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.0002538882,0.0001523686,0.0002308916,0.0001421198,0.00004980724,0.00001072193,0.0008829376,0.0001304462,0.00002900028],"category_scores_gemma":[0.0000168398,0.0001042474,0.00007874287,0.0002791812,0.0001206746,0.00002943531,0.00006785835,0.0003154945,0.00002317881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003830279,"about_ca_system_score_gemma":0.00003001111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002100321,"about_ca_topic_score_gemma":0.002868427,"domain_scores_codex":[0.9993776,0.00006601579,0.0001003224,0.0001135854,0.0001722593,0.0001701814],"domain_scores_gemma":[0.9990421,0.0003582795,0.0001082144,0.0004574467,0.00001959478,0.00001438733],"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":[0.000197394,0.0007328202,0.01027996,0.001253101,0.001122452,0.00009936743,0.1102001,0.06736802,0.0101501,0.02154849,0.7717522,0.00529593],"study_design_scores_gemma":[0.001894972,0.00009334985,0.1566906,0.0008532762,0.0003739029,0.00002184664,0.07542466,0.005254986,0.0000996625,0.0006566597,0.7577683,0.0008678056],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.627704,0.0008759603,0.000846581,0.001669857,0.0001485288,0.001552673,0.0007061829,0.00008115444,0.3664151],"genre_scores_gemma":[0.9943414,0.0004016656,0.0002454018,0.00003330436,0.00004727686,0.000002229854,0.0000612167,0.00004645667,0.004821031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3666375,"threshold_uncertainty_score":0.4251087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0165998706711619,"score_gpt":0.2018635341070601,"score_spread":0.1852636634358982,"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."}}