{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002519003,0.0008083416,0.0004002582,0.001825811,0.004319039,0.003213061,0.001077388,0.0007084504,0.7002396],"category_scores_gemma":[0.001399316,0.000411046,0.0004244998,0.002688605,0.0004881202,0.002343972,0.002693959,0.001309555,0.3170268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002118441,"about_ca_system_score_gemma":0.002126069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.083775,"about_ca_topic_score_gemma":0.2846407,"domain_scores_codex":[0.9995414,0.0000284057,0.00001772011,0.00008880824,0.0002113494,0.0001123165],"domain_scores_gemma":[0.9992458,0.00004440464,0.00004024217,0.00009490849,0.0003968148,0.0001778616],"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":[0.00001940695,0.00001432125,0.0005212384,0.00009026485,0.000001971184,0.0001104643,0.0008015451,0.00002102213,0.0001991969,0.001460115,0.9549577,0.04180263],"study_design_scores_gemma":[0.000001765107,0.000004200988,0.001368861,0.00005779702,0.000001339322,0.00006554903,0.001286014,0.000007404893,0.00004128133,0.0001234186,0.9970378,0.000004602049],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002117746,0.0004839744,0.0004810425,0.0009041958,0.0007597177,0.0001039314,0.01224166,0.0009428691,0.9819649],"genre_scores_gemma":[0.006406046,0.000698989,0.0008084315,0.0003815062,0.00009591745,0.00005935634,0.007395454,0.0006645824,0.9834898],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7002396,"threshold_uncertainty_score":0.4275718,"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."}}