{"id":"W6950712163","doi":"10.5683/sp3/dklflr","title":"Understanding apartment resident perceptions of coastal landscapes and adaptation options around the Minas Basin, Nova Scotia, 2023.","year":2024,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Discovery Air (Canada); Dalhousie University","funders":"","keywords":"Apartment; Bay; Perception; Public use; Permission; Nova (rocket); Structural basin","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007186209,0.0004632454,0.0003212898,0.001626988,0.0008422972,0.001023777,0.001058194,0.0004638028,0.01006327],"category_scores_gemma":[0.003235692,0.0003213753,0.0003863521,0.002991678,0.000194331,0.0004017898,0.001364962,0.0005902995,0.004892419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004223733,"about_ca_system_score_gemma":0.004576901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8710414,"about_ca_topic_score_gemma":0.9317653,"domain_scores_codex":[0.9996642,0.00004513227,0.00003371924,0.00006940516,0.00008850774,0.00009897877],"domain_scores_gemma":[0.9982892,0.0002358192,0.0002659198,0.0001705922,0.0007550029,0.0002834843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003989711,0.0001138581,0.2941441,0.001040663,0.0001408642,0.0003438647,0.002180933,0.0008562749,0.0005286089,0.000751892,0.68403,0.01546994],"study_design_scores_gemma":[0.00008377725,0.00003319114,0.8432362,0.0005028333,0.00005043882,0.00009858964,0.003567399,0.000839328,0.0002701798,0.0002017343,0.1510804,0.00003586936],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.02739335,0.000112905,0.00008844581,0.0002082243,0.00002173602,0.00006405096,0.9694291,0.00004807812,0.002634147],"genre_scores_gemma":[0.05385718,0.000184576,0.0007024434,0.0001419095,0.00001042964,0.0005968804,0.9388301,0.00002858517,0.005647837],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1289586,"threshold_uncertainty_score":0.2594361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07920414136703151,"score_gpt":0.3015472343449507,"score_spread":0.2223430929779192,"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."}}