{"id":"W4233713186","doi":"10.2112/1551-5036-28.2.ii","title":"COVER PHOTOGRAPH: WATERFRONT REDEVELOPMENT, VANCOUVER, BRITISH COLUMBIA, CANADA","year":2012,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Smart Materials for Construction","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Cover (algebra); Archaeology; Geography; Geology; Civil engineering; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002396093,0.00006919802,0.0001703391,0.00004894581,0.0002298713,0.0001914003,0.0002782035,0.00005109175,0.009040985],"category_scores_gemma":[0.00021206,0.00008594648,0.00005312947,0.0002663804,0.0002361651,0.0005671069,0.0002852218,0.0003088321,0.0000758641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954527,"about_ca_system_score_gemma":0.0003288068,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9041381,"about_ca_topic_score_gemma":0.9911044,"domain_scores_codex":[0.9970849,0.0002002581,0.0003865086,0.0001170664,0.00159829,0.0006129564],"domain_scores_gemma":[0.9991856,0.00009193125,0.0001468696,0.0001273048,0.0001009154,0.0003473293],"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":[0.00004802774,0.0000484523,0.4675608,0.000006015838,0.00001726842,0.00006394194,0.00005937017,0.000008967039,0.007058428,2.479876e-7,0.5209645,0.00416398],"study_design_scores_gemma":[0.0004552838,0.00008738664,0.6394077,0.00004797663,0.000005081218,0.0005325062,0.0003095169,0.000003148771,0.003739316,0.00008781527,0.3551923,0.00013197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920697,0.00004986269,0.00002382104,0.00003998337,0.002394615,0.0001200617,0.00001594369,0.000004539273,0.005281462],"genre_scores_gemma":[0.9952001,0.00005596461,0.0005700809,0.00003908837,0.0002127394,0.000004065207,0.000001625137,0.00001395644,0.003902372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1718469,"threshold_uncertainty_score":0.9918649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01883578865377332,"score_gpt":0.2549867870155407,"score_spread":0.2361509983617674,"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."}}