{"id":"W7013943281","doi":"","title":"Beach Finds","year":2025,"lang":"en","type":"article","venue":"Scholars Commons (Wilfrid Laurier University)","topic":"Earthquake and Disaster Impact Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Hyporeflexia; Diafiltration; Articular cartilage damage; Liquation; Fusible alloy","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004199538,0.0001367971,0.0001912526,0.0004233244,0.001930289,0.0001505768,0.000566404,0.0001237018,0.0001956507],"category_scores_gemma":[0.0002263931,0.0001569955,0.0001251703,0.001386531,0.0004228968,0.000672972,0.0002280095,0.0003310665,0.00007782395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495767,"about_ca_system_score_gemma":0.0003672171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007373645,"about_ca_topic_score_gemma":0.006984559,"domain_scores_codex":[0.9986417,0.0003123822,0.0001171748,0.0002453447,0.0002539141,0.000429535],"domain_scores_gemma":[0.9991529,0.0001752581,0.00004814604,0.0003286705,0.0001243951,0.0001706088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001031409,0.0002461996,0.2873039,0.00001950778,0.0002618347,0.0001126754,0.01508451,0.000009159522,0.00007666912,0.590907,0.09041418,0.0154613],"study_design_scores_gemma":[0.0004587322,0.00002235145,0.02309661,0.00003316856,0.00005717522,2.710431e-7,0.01377776,0.000001270411,0.00005672545,0.001716698,0.9606114,0.0001678175],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2752872,0.0003764644,0.0001998279,0.005499249,0.0003388225,0.000148325,0.00001868906,0.000154482,0.7179769],"genre_scores_gemma":[0.8952448,0.00009595053,0.0002119336,0.0005992823,0.00005306243,6.846486e-7,0.000008200297,0.000006578643,0.1037795],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8701972,"threshold_uncertainty_score":0.9993691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0205945608357,"score_gpt":0.2747279522204526,"score_spread":0.2541333913847526,"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."}}