{"id":"W4320157997","doi":"10.5840/envirophil2022192126","title":"Blue Architecture: Water, Design, and Environmental Futures","year":2022,"lang":"en","type":"article","venue":"Environmental Philosophy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Futures contract; Architecture; General interest; Business; Art; Contemporary philosophy; Philosophy; Visual arts; Epistemology; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002278426,0.0003192641,0.0001847332,0.00005984702,0.0008105421,0.00002961459,0.0003535269,0.00003413713,0.01599969],"category_scores_gemma":[0.00000128713,0.0002746051,0.00009105854,0.00005938698,0.000371285,0.0001398496,0.008675796,0.0003070809,0.000489319],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003166799,"about_ca_system_score_gemma":0.000001386655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004722617,"about_ca_topic_score_gemma":0.000002492835,"domain_scores_codex":[0.997852,0.0001618395,0.00023503,0.0006636512,0.0006280656,0.0004594251],"domain_scores_gemma":[0.9993671,0.00002434545,0.00005616902,0.0003675717,1.196265e-7,0.0001846984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008412031,0.003167987,0.01215642,0.00004266851,0.0002578466,0.0005424902,0.007103054,0.137025,0.3660464,0.0009069906,0.0134862,0.4584237],"study_design_scores_gemma":[0.00497945,0.002965157,0.03246367,0.000009746941,0.0002305581,0.0006262029,0.003151011,0.003119832,0.0337616,0.1459426,0.7694794,0.003270859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805236,0.0003030832,0.002159089,0.002666368,0.0003540591,0.001230251,0.0001304028,0.0001272561,0.01250592],"genre_scores_gemma":[0.9960499,0.00006398604,0.0007094467,0.001227932,0.0001029066,0.0001713268,0.0001585459,0.00004406434,0.001471846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7559932,"threshold_uncertainty_score":0.9999706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0063163705505547,"score_gpt":0.1622318154876069,"score_spread":0.1559154449370522,"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."}}